CV PhDs Publications

Voetgangerstunnel Antwerpen (Veerle Smedts)

Publications (reverse chronological)

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201520162017201820192020202120222023

2023

2022

2021

Chris Emmery, Ben Verhoeven, Guy De Pauw, Gilles Jacobs, Cynthia Van Hee, Els Lefever, Bart Desmet, Véronique Hoste, Walter Daelemans. `Current limitations in cyberbullying detection: on evaluation criteria, reproducibility, and data scarcity.' Language Resources and Evaluation 55, 597-633, 2021. [pdf]

Nicolae Banari, Matthia Sabatelli, Pierre Geurts, Walter Daelemans, Mike Kestemont. `Transfer learning with style transfer between the photorealistic and artistic domain.' IS&T International Symposium on Electronic Imaging. Computer Vision and Image Analysis of Art, 041(1)-041(8), 2021. [pdf]

Nicolae Banari, Walter Daelemans, Mike Kestemont. `Multi-modal label retrieval for the visual arts: the case of Iconclass.' Proceedings of the 13th International Conference on Agents and Artificial Intelligence (ICAART 2021) - Volume 1, 622-629, 2021. [pdf]

Matthia Sabatelli, Nicolae Banari, Marie Cocriamont, Eva Coudyzer, Karine Lasaracina, Walter Daelemans, Pierre Geurts, Mike Kestemont. `Advances in digital music iconography: benchmarking the detection of musical instruments in unrestricted, non-photorealistic images from the artistic domain.' DHQ: digital humanities quarterly 15, 2021. [pdf]

Jan Boon, Jan Wynen, Koen Verhoest, Walter Daelemans.`A reputational perspective on structural reforms: How media reputations are related to the structural reform likelihood of public agencies.' ECPR General Conference, panel: `Organizational reputation, strategic communication and bureaucratic responsiveness', 2021. [pdf]

Tim Kreutz, Walter Daelemans. `A semi-supervised approach to classifying political agenda issues.' Proceedings of the 1st Workshop on Computational Linguistics for Political Text Analysis (CPSS-2021)
Düsseldorf, Germany, 59-64, 2001. [pdf]

Stiene Praet, Peter Van Aelst, Walter Daelemans, Tim Kreutz, Jeroen Peeters, Stefaan Walgrave, David Martens. `Comparing automated content analysis methods to distinguish issue communication by political parties on Twitter.' Computational Communication Research, 1-27, 2021. [pdf]

Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans. `MFAQ: a multilingual FAQ dataset.' Proceedings of the 3rd Workshop on Machine Reading for Question Answering, 1–13, Nov 10th, Association for Computational Linguistics, 2021. [pdf]

Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans. `ConveRT for FAQ Answering', BNAIC/BeneLearn, 312-319, 2021. [pdf]

Ehsan Lotfi, Maxime De Bruyn, Jeska Buhmann, Walter Daelemans. `Teach me what to say and I will learn what to pick: unsupervised knowledge selection through response generation with pretrained generative models.' Proceedings of the 3rd Workshop on Natural Language Processing for Conversational AI, November, 254-262, 2021. [pdf]

Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove. `Communicating across educational boundaries: accommodation patterns in adolescents' online interactions.' Applied Linguistics Review, 29 pages, 2021. [pdf]

Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove. `Interlocutors' age impacts teenagers' online writing style: accommodation in intra- and intergenerational online conversations.' Frontiers in artificial intelligence 4, 1-17, 2021. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. `How do interlocutors in instant mesaging influence each other's writing style? Three case studies on accommodation in teenagers' chat conversations.' Proceedings of the 8th Conference on Computer-Mediated Communication (CMC) and Social Media Corpora (CMC-Corpora 2021), 48-53, 2021. [pdf]

Pieter Fivez, Simon Šuster, Walter Daelemans. `Scalable few-shot learning of robust biomedical name representations.' Proceedings of the 20th workshop on Biomedical Language Processing, 23-29, 2021. [pdf]

Pieter Fivez, Simon Šuster, Walter Daelemans. `Integrating higher-level semantics into robust biomedical name representations.' Proceedings of the 12th international workshop on Health Text Mining and Information Analysis, 49-58, 2021. [pdf]

Pieter Fivez, Simon Šuster, Walter Daelemans. `Conceptual grounding constraints for truly robust biomedical name representations.' Proceedings of the 16th conference of the European Chapter of the Association for Computational Linguistics, 2440-2450, 2021. [pdf]

Madhumita Sushil, Simon Šuster, Walter Daelemans. `Contextual explanation rules for neural clinical classifiers.' Proceedings of the 20th Workshop on Biomedical Language Processing, 202-212, 2021. [pdf]

Madhumita Sushil, Simon Šuster, Walter Daelemans. `Are we there yet? Exploring clinical domain knowledge of BERT models.' Proceedings of the 20th Workshop on Biomedical Language Processing, 41-53, 2021. [pdf]

Simon Šuster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans. `Mapping probability word problems to executable representations.' Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 3627-3640, 2021. [pdf]

Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans. `Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection.' Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 149-159, 2021. [pdf]

Ilia Markov, Walter Daelemans. `Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate.' Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda, 17-22, 2021. [pdf]

Jens Lemmens, Ilia Markov, Walter Daelemans. `Improving Hate Speech Type and Target Detection with Hateful Metaphor Features.' Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda, 7-16, 2021. [pdf]

Jens Van Nooten, Ilia Markov, Walter Daelemans. `Evaluating the impact of word classes on cross-domain age detection models' performance.' Computational linguistics in the Netherlands journal 11, 71-84, 2021. [pdf]

Jens Lemmens, Tess Dejaeghere, Tim Kreutz, Jens Van Nooten, Ilia Markov, Walter Daelemans. `Vaccinpraat: monitoring vaccine skepticism in Dutch Twitter and Facebook comments.' Computational linguistics in the Netherlands journal, 173-188, 2021. [pdf]

2020

Eduan Kotzé, Burgert Senekal, Walter Daelemans. `Automatic classification of social media reports on violent incidents in South Africa using machine learning.' South African Journal of Science, 116:3-4, 2020. [pdf]

Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove. `Lexical Patterns in Adolescent's Online Writing: The Impact of Age, Gender, and Education.' Written Communication 37:3, 365-400, 2020. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. `Linguistic accommodation in teenagers’ social media writing: convergence patterns in mixed-gender conversations.' Journal of Quantitative Linguistics, 1-28, 2020. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. `Modeling Adolescents’ Online Writing Practices: the Sociolectometry of Non-Standard Writing on Social Media.' Zeitschrift für Dialektologie und Linguistik, 87:2, 173-201, 2020. [pdf]

Nicolae Banari, Karine Lasaracina, Walter Daelemans, Mike Kestemont. `Transfer learning for digital heritage collections: comparing neural machine translation at the subword-level and character-level.', Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH, 522-529, 2020. [pdf]

Ehsan Lotfi, Ilia Markov, Walter Daelemans. `A Deep Generative Approach to Native Language Identification.', Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), 1778–1783, 2020. [pdf]

Maxime De Bruyn, Jeska Buhmann, Ehsan Lotfi, Walter Daelemans, `BART for knowledge grounded conversations.' Proceedings of the KDD Workshop on Conversational Systems (KDD Converse’20), ACM New York, 1-6, 2020. [pdf]

Eduan Kotzé, Burgert A. Senekal, Walter Daelemans. Exploring the classification of security events using sparse and dense representation of text.', International SAUPEC/RobMech/PRASA Conference, Cape Town, South Africa, IEEE, 143-148, 2020. [pdf]

Jens Lemmens, Benjamin Burtenshaw, Ehsan Lotfi, Ilia Markov, Walter Daelemans. `Sarcasm detection using an ensemble approach.', 2nd Workshop on Figurative Language Processing, Stroudsburg, Association for Computational Linguistics, 264-269, 2020. [pdf]

Nicolae Banari, Walter Daelemans, Mike Kestemont. `Character-level Transformer-based Neural Machine Translation.', NLPIR 2020: Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval, Seoul Republic of Korea, 149-156, 2020. [pdf]

Tim Kreutz, Walter Daelemans. `Streaming language-specific Twitter data with optimal keywords.' Proceedings of the 12th Web as Corpus Workshop, Marseille, France, European Language Resources Association (ELRA), 57-64, 2020. [pdf]

Nicolae Banari, Walter Daelemans, Mike Kestemont. `Neural machine translation of artwork titles using Iconclass codes.', Proceedings of the 4th Joint SIGHUM Workshop on Computational Linguistics for Figurative Language (LaTeCH-CLfl), Barcelona, Spain, 42-51, 2020. [pdf]

Nikola Ljubesic, Ilia Markov, Darja Fiser, Walter Daelemans. `The LiLaH Emotion Lexicon of Croatian, Dutch and Slovene.' Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media. Barcelona, Spain (Online), ACL, 153–157, 2020. [pdf]

Sttéphan Tulkens, Dominiek Sandra, Walter Daelemans. `Orthographic Codes and the Neighborhood Effect: Lessons from Information Theory.' Proceedings of The 12th Language Resources and Evaluation Conference (LREC), Marseille, France, 172-181, 2020. [pdf]

Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiļjevs, Gerhard Backfried, Christoph Prinz, Jose Manuel Gomez-Perez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Losch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Kohler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriute, Nuria Bel, Antonio Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabik, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Linden, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eirikur Rognvaldsson, Mike Rosner, Bolette Pedersen, Inguna Skadiņa, Marko Tadic, Dan Tufis, Tamas Varadi, Kadri Vider, Andy Way, François Yvon. `The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe.' Proceedings of The 12th Language Resources and Evaluation Conference (LREC), Marseille, France, 3322-3332, 2020. [pdf]

2019

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. Adolescents' perceptions of social media writing: has non-standard become the new standard? European journal of applied linguistics, 7:2, p. 189-224, 2019. [pdf]

Robert Grimm, Giovanni Cassani, Steven Gillis, Walter Daelemans. Children probably store short rather than frequent or predictable chunks: quantitative evidence from a corpus study. Frontiers in Psychology 10, 80, 2019. [pdf]

Reinhild Vandekerckhove, Lisa Hilte, Darja Fiser, Walter Daelemans (eds.), Computer-mediated Communication (CMC) and Social Media Corpora, European Journal of Applied Linguistics, 7:2, 2019.

Reinhild Vandekerckhove, Lisa Hilte, Darja Fiser, Walter Daelemans. Computer-mediated Communication (CMC) and Social Media Corpora : Introduction. European Journal of Applied Linguistics, Berlin, Walter de Gruyter gmbh, 7:2, p. 157-161, 2019. [pdf]

Ben Verhoeven, Walter Daelemans. Discourse lexicon induction for multiple languages and its use for gender profiling. Digital Scholarship in the Humanities, fqy025, 13 pages, 2019. [pdf]

Robert Grimm, Michèle Pettinato, Steven Gillis, Walter Daelemans. Simulating speech processing with cochlear implants: How does channel interaction a ect learning in neural networks? PLoS ONE 14:2, e0212134, 2019. [pdf]

Stéphan Tulkens, Simon Suster, Walter Daelemans. Unsupervised concept extraction from clinical text through semantic composition. Journal of biomedical informatics, 91, p. 1-11, 2019. [pdf]

Walter Daelemans, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco Rangel, Paolo Rosso, Gunther Specht, Efstathios Stamatatos, Benno Stein, Michael Tschuggnall, Matti Wiegmann, Eva Zangerle. Overview of PAN 2019: Bots and gender profiling, celebrity profiling, cross-domain authorship attribution and style change detection. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 912, 2019 Proceedings, Springer, p. 402-416, 2019. [pdf]

Mike Kestemont, Efstathios Stamatatos, Enrique Manjavacas, Walter Daelemans, Martin Potthast, Benno Stein. Overview of the cross-domain authorship attribution task at PAN 2019, Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, Springer, September 9-12, p. 1-15, 2019. [pdf]

Tim Kreutz, Walter Daelemans. `How to optimize your Twitter collection.' In: Computational Linguistics in the Netherlands Journal 9, pp. 55-66, 2019. [pdf]

Chris Emmery, Ben Verhoeven, Guy De Pauw, Gilles Jacobs, Cynthia Van Hee, Els Lefever, Bart Desmet, Véeronique Hoste, Walter Daelemans. `Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity.' arXiv preprint arXiv:1910.11922, 32 pages, 2019. [pdf]

Simon Šuster, Madhumita Sushil, Walter Daelemans. `Why can't memory networks read effectively?' arXiv preprint arXiv:1910.07350, 9 pages, 2019. [pdf]

Lea Canales, Walter Daelemans, Estèr Boldrini, Patrìcio Martìnez-Barco. `EmoLabel: Semi-Automatic Methodology for Emotion Annotation of Social Media Text.' In: IEEE Transactions on Affective Computing , 13 pages, 2019. [pdf]

Janneke van de Loo, Guy De Pauw, Walter Daelemans. `A weakly supervised sequence tagging and grammar induction approach to semantic frame slotfilling.' arXiv preprint arXiv:1906.06493 , 10 pages, 2019. [pdf]

Janneke van de Loo, Jort Gemmeke, Guy De Pauw, Bart Ons, Walter Daelemans, Hugo Van hamme. `Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models.' arXiv preprint arXiv:1901.10680, 32 pages, 2019. [pdf]

Paolo Rosso, Martin Potthast, Benno Stein, Efstathios Stamatatos, Fransisco Rangel, Walter Daelemans. `Evolution of the PAN lab on digital text forensics.' In: Information Retrieval Evaluation in a Changing World, Nicolas Ferro, Carol Peters (Eds.), pp. 461-485, 2019. [pdf]

Hessel Haagsma, Tim Kreutz, Masha Medvedeva, Walter Daelemans, Malvina Nissim (Eds.). `Proceedings of the Shared Task on Cross-Genre Gender Prediction in Dutch at CLIN29 (GxG-CLIN29).' CEUR Workshop Proceedings Volume 2453, 61 pages, 2019. [pdf]

Hessel Haagsma, Tim Kreutz, Masha Medvedeva, Walter Daelemans, Malvina Nissim. `Overview of the CLIN29 Shared Task on Cross-Genre Gender Prediction in Dutch.' In: CEUR Workshop Proceedings, Volume 2453 , pp. 1-5, 2019.

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. `Expressive markers in online teenage talk.' In: Nederlandse Taalkunde 23:3, pp. 293-323, 2019. [pdf]

2018

Stéphan Tulkens, Dominiek Sandra, Walter Daelemans. `Metameric: Interactive Activation at human scale.' In: The Mental Lexicon 13:3, pp. 333-353, 2018. [pdf]

Giovanni Cassani, Robert Grimm, Walter Daelemans, Steven Gillis. Lexical category acquisition is facilitated by uncertainty in distributional co-occurrences. PLoS ONE 13 (12), e0209449, 36 pages, 2018. [pdf]

Silke Marckx, Ben Verhoeven, Walter Daelemans. The Claus Case: Exploring the Use of Propositional Idea Density for Alzheimer Detection. Computational Linguistics in the Netherlands Journal 8 (2018), p. 66–82, 2018. [pdf]

Luna De Bruyne, Ben Verhoeven, Walter Daelemans. Stylometric Text Analysis for Dutch-speaking Adolescents with Autism Spectrum Disorder. Computational Linguistics in the Netherlands Journal 8 (2018), p. 3–23, 2018. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. Adolescents' social background and non-standard writing in online communication.
Dutch Journal of Applied Linguistics 7 (1), p. 2-25, 2018. [pdf]

Cynthia Van Hee, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, Véronique Hoste, Automatic detection of cyberbullying in social media text. 
PLoS ONE 13 (10), e0203794, 22 pages, 2018. [pdf]

Ellen Tobback, Hans Naudts, Walter Daelemans, Enric Junqué de Fortuny, David Martens. Belgian economic policy uncertainty index: improvement through text mining. International Journal of Forecasting, 34 (2), p. 355-365, 2018. [pdf]

Madhumita Sushil, Simon Šuster, Kim Luyckx, Walter Daelemans. 
Patient representation learning and interpretable evaluation using clinical notes. 
Journal of Biomedical Informatics 84, p. 103-113, 2018. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans. Social media writing and social class: a correlational analysis of adolescent CMC and social background. International Journal of Society, Culture and Language, 6 (2), p. 73-89, 2018. [pdf]

Ben Verhoeven, Walter Daelemans. Discourse lexicon induction for multiple languages and its use for gender profiling. Digital Scholarship in the Humanities, fqy025, 13 pages, 2018. [pdf]

Simon Šuster, Walter Daelemans. CliCR: a dataset of clinical case reports for machine reading comprehension. ACL: Proceedings of NAACL-HLT 2018, New Orleans, LA, p. 1551–1563, 2018. [pdf]

Simon Šuster, Madhumita Sushil, Walter Daelemans. Revisiting neural relation classification in clinical notes with external information. EMNLP Workshop on Health Text Mining and Information Analysis (LOUHI), Stroudsburg, PA: ACL, p. 22-28, 2018. [pdf]

Madhumita Sushil, Simon Šuster, Walter Daelemans. Rule induction for global explanation of trained models. EMNLP Workshop on Analyzing and interpreting neural networks for NLP (BlackBoxNLP), Stroudsburg, PA: ACL, p. 82-97, 2018. [pdf]

Mike Kestemont, Michael Tschuggnall, Efstathios Stamatatos, Walter Daelemans, G¨nther Specht, Benno Stein, Martin Potthast. Overview of the author identification task at PAN-2018: cross-domain authorship attribution and style change detection. Linda Cappelato et al. (eds). Working Notes Papers of the CLEF 2018 Evaluation Labs. Avignon, France, September 10-14, p. 1-25, 2018. [pdf]

Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove. Predicting adolescents' educational track from chat messages on Dutch social media. Alexandra Balahur at al. (eds.) 
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, ACL, Brussels, p. 328-334, 2018. [pdf]

Tom De Smedt, Sylvia Jaki , Eduan Kotzé, Leïla Saoud, Maja Gwozdz, Guy De Pauw, Walter Daelemans. Multilingual Cross-domain Perspectives on Online Hate Speech. CLiPS Techical Research Report, CTRS-008, ISSN 2033-3544, 24 pages, 2018. [pdf]

Matthia Sabatelli, Mike Kestemont, Walter Daelemans, Pierre Geurts. Deep Transfer Learning for Art Classification Problems. European Conference on Computer Vision (ECCV), 4th Workshop on Computer VISion for ART Analysis (VISART IV), 16 pages, 2018. [pdf]

Stéphan Tulkens, Dominiek Sandra, Walter Daelemans. From Strings to Other Things: Linking the Neighborhood and Transposition effects in Word Reading. Proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL 2018), p. 75–85 Brussels, Belgium, October 31 - November 1, 2018. [pdf]

Stéphan Tulkens, Dominiek Sandra, Walter Daelemans. WordKit: a Python Package for Orthographic and Phonological Featurization. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018), ELRA, Miyazaki, Japan, p. 2695-2703, 2018. [pdf]

Tim Kreutz, Walter Daelemans. Enhancing General Sentiment Lexicons for Domain-Specific Use. Proceedings of the 27th International Conference on Computational Linguistics, p. 1056–1064, Santa Fe, New Mexico, USA, August 20-26, p. 1056-1064, 2018. [pdf]

Tim Kreutz, Walter Daelemans. Exploring Classifier Combinations for Language Variety Identification. Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, p. 191–198, Santa Fe, New Mexico, USA, August 20, 2018. [pdf]

2017

Simon Šuster, Stephan Tulkens, and Walter Daelemans. A Short Review of Ethical Challenges in Clinical Natural Language Processing. Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, Association for Computational Linguistics, Valencia, p. 80-87, 2017. [pdf]

Robert Grimm, Giovanni Cassani, Steven Gillis, and Walter Daelemans. Facilitatory Effects of Multi-Word Units in Lexical Processing and Word Learning: a Computational Investigation. Frontiers in Psychology 8, 17 pages, 2017. [pdf]

Giovanni Cassani, Robert Grimm, Steven Gillis, and Walter Daelemans. Distributional Learning and Lexical Category Acquisition: What Makes Words Easy to Categorize? Proceedings of the 39th Annual Conference of the Cognitive Science Society, Austin, Texas, p. 216-221, 2017. [pdf]

Robert Grimm, Giovanni Cassani, Walter Daelemans, and Steven Gillis. Evidence for a Facilitatory Effect of Multi-Word Units on Child Word Learning. Proceedings of the 39th Annual Conference of the Cognitive Science Society, Austin, Texas, p. 433-438, 2017. [pdf]

Elyne Scheurwegs, Kim Luyckx, Leon Luyten, Bart Goethals, and Walter Daelemans. Assigning Clinical Codes with Data-Driven Concept Representation on Dutch Clinical Free Text. Journal of Biomedical Informatics, 69, p. 118-127, 2017. [pdf]

Kathy Rys, Emmanuel Keuleers, Walter Daelemans, and Steven Gillis. Acquisition of Phonological Variables of a Flemish Dialect by Children Raised in Standard Dutch: Some Considerations on the Learning Mechanisms. In De Vogelaer et al. (eds) Acquiring Sociolinguistic Variation. Amsterdam: Benjamins, p. 267-304, 2017. [pdf]

Enrique Manjavacas, Ewoud de Gussem, Walter Daelemans, and Mike Kestemont. Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution. Proceedings of the Workshop on Stylistic Variation., Copenhagen, ACL, p. 116-125, 2017. [pdf]

Lisa Hilte, Reinhild Vandekerckhove, and Walter Daelemans. Modeling Non-Standard Language Use in Adolescents' CMC: the Impact and Interaction of Age, Gender and Education. Proceedings of the 5th Conference on CMC and Social Media Corpora for the Humanities (cmccorpora17), Bolzano: Eurac Research, p. 11-15, 2017. [pdf]

Pieter Fivez, Simon Šuster, and Walter Daelemans. Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character n-gram Embeddings. Computational Linguistics in the Netherlands Journal 7, p. 39-52, 2017. [pdf]

Pieter Fivez, Simon Šuster, and Walter Daelemans. Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character n-gram Embeddings. 16th Workshop on Biomedical Natural Language Processing, ACL, p. 143-148, 2017. [pdf]

Elyne Scheurwegs, Madhumita Sushil, Stéphan Tulkens, Walter Daelemans, and Kim Luyckx. Counting Trees in Random Forests: Predicting Symptom Severity in Psychiatric Intake Reports. Journal of Biomedical Informatics, Supplement, p. 112-119, 2017. [pdf]

Marc Kemps-Snijders, Ineke Schuurman, Walter Daelemans, et al. TTNWW to the Rescue: No Need to Know How to Handle Tools and Resources. In: Jan Odijk et al. (eds), CLARIN in the Low Countries. London: Ubiquity Press, p. 83-93, 2017. [pdf]

Walter Daelemans, Orphée De Clercq, Véronique Hoste. Stylene: an Environment for Stylometry and Readability Research for Dutch.' In: Jan Odijk et al. (eds), CLARIN in the Low Countries. London: Ubiquity Press, p. 195-209, 2017. [pdf]

Walter Daelemans. A tourist in the AI-lab before the revolution. In: Luc Steels: Growing Seeds. Katrien Beuls et al. (Eds),‎Berger and Montag Publishers, p. 20-23, 2017. [pdf]

Chris Emmery, Grzegorz Chrupala, Walter Daelemans. Simple Queries as Distant Labels for Detecting Gender on Twitter. In: Proceedings of the 3rd Workshop on Noisy User-generated Text. Copenhagen, Denmark: Association for Computational Linguistics. p. 50-55, 2017. [pdf]

Lea Canales, Walter Daelemans, Ester Boldrini and Patricio Martinez-Barco. Towards the Improvement of Automatic Emotion Pre-annotation with Polarity and Subjective Information. In: Proceedings of Recent Advances in Natural Language Processing (RANLP), Varna, Bulgaria, p. 157–163, 2017 [pdf]

Lieve Beheydt, Bernard Sabbe, Livia De Picker, Jens Goetschalckx and Walter Daelemans. Computational Language Analysis for Assessment of Schizophrenia. In: Proceedings 6th International Conference on Cognitive and Behavioral Psychology (CBP 2017), p. 118-127, 2017. [pdf]

Madhumita Sushil, Simon Šuster, Kim Luyckx, Walter Daelemans. Unsupervised Patient Representations from Clinical Notes with Interpretable Classification Decisions. In: Workshop on Machine Learning for Health (at NIPS), Long Beach, CA, USA, 6 pages, 2017. [pdf]

Michael Tschuggnall, Efstathios Stamatatos, Ben Verhoeven, Walter Daelemans, Gunther Specht, Benno Stein, and Martin Potthast. Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering. In Linda Cappellato, et al. (eds), Working Notes Papers of the CLEF 2017 Evaluation Labs, Volume 1866 of CEUR Workshop Proceedings, 22 pages, 2017. [pdf]

Elyne Scheurwegs, Boris Cule, Kim Luyckx, Leon Luyten, and Daelemans Walter. Selecting Relevant Features from the Electronic Health Record for Clinical Code Prediction. Journal of Biomedical Informatics 74 (2017), p. 92-103, 2017. [pdf]

2016

Mike Kestemont, Justin Stover, Moshe Koppel, Folgert Karsdorp, and Walter Daelemans. Authenticating the writings of Julius Caesar. Expert Systems with Applications, 63, 86-96, 2016. [pdf]

Sarah Schulz, Guy De Pauw, Orphée De Clercq, Bart Desmet, Véronique Hoste, Walter Daelemans, and Lieve Macken. Multi-Modular Text Normalization of Dutch User-Generated Content. ACM Transactions on Intelligent Systems and Technology (TIST), 7(4), article 61, 1-22, 2016. [pdf]

Ellen Tobback, Hans Naudts, Walter Daelemans, Enric Junqué de Fortuny, and David Martens. Belgian Economic Policy Uncertainty Index: Improvement through Text Mining. International Journal of Forecasting, in press, 2016 [pdf]

Georg Rehm, Hans Uszkoreit, Sophia Ananiadou, Walter Daelemans, et al. The Strategic Impact of META-NET on the Regional, National and International Level. Language Resources and Evaluation 50 (2), 351-374, 2016, doi:10.1007/s10579-015-9333-4

Claudia Peersman, Walter Daelemans, Reinhild Vandekerckhove, Bram Vandekerckhove, and Leona Van Vaerenbergh. The Effects of Age, Gender and Region on Non-standard Linguistic Variation in Online Social Networks. 24 pages. https://arxiv.org/abs/1601.02431 [cs.CL]

Vincent Van Asch and Walter Daelemans. Predicting the Effectiveness of Self-Training: Application to Sentiment Classification. 9 pages. https://arxiv.org/abs/1601.03288 [cs.CL]

Stéphan Tulkens, Simon Suster, and Walter Daelemans. Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. Proceedings of the 15th Workshop on Biomedical Natural Language Processing, Association for Computational Linguistics, 77-82, Berlin, 2016. [pdf]

Walter Daelemans. Book review of Literary Detective Work on the Computer. Michael P. Oakes. Digital Scholarship in the Humanities, in press, 2016. [pdf]

Janneke van de Loo , Guy De Pauw, and Walter Daelemans. Text-Based Age and Gender Prediction for Online Safety Monitoring. International Journal of Cyber-Security and Digital Forensics (IJCSDF) 5 (1), 46-60, 2016. [pdf]

Stéphan Tulkens, Chris Emmery, and Walter Daelemans. Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource. Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA: Paris, France, 4130-4136, 2016. [pdf]

Ben Verhoeven, Walter Daelemans, and Barbara Plank. TwiSty: a Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling.' Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), ELRA: Paris, France, 1-6, 2016. [pdf]

Mike Kestemont, Guy de Pauw, Renske van Nie, and Walter Daelemans. Lemmatization for variation-rich languages using deep learning. Digital Scholarship in the Humanities, in press, 2016. [pdf]

Efstathios Stamatatos, Michael Tschuggnall, Ben Verhoeven, Walter Daelemans, Guenther Specht, Benno Stein, and Martin Potthast. Clustering by Authorship Within and Across Documents. In: CLEF 2016 Evaluation Labs and Workshop Working Notes Papers, CEUR Workshop Proceedings Volume 1609, Evora, Portugal, 691-715, 2016. [pdf]

Francisco Manuel Rangel Pardo, Paolo Rosso, Ben Verhoeven, Walter Daelemans, Martin Potthast, and Benno Stein. Overview of the 4th Author Profiling Task at PAN 2016: Cross-Genre Evaluations. CLEF 2016 Evaluation Labs and Workshop Working Notes Papers, CEUR Workshop Proceedings Volume 1609, Evora, Portugal, 750-784, 2016. [pdf]

Stéphan Tulkens, Lisa Hilte, Elyne Lodewyckx, Ben Verhoeven, and Walter Daelemans. A Dictionary-based Approach to Racism Detection in Dutch Social Media. In: Proceedings of the First Workshop on Text Analytics for Cybersecurity and Online Safety (TA-COS 2016), Portoroz, Slovenia, 1-7, 2016. [pdf]

Ben Verhoeven, Walter Daelemans, and Barbara Plank. Creating TwiSty: Corpus Development and Statistics. CLiPS Technical Report Series (CTRS) , 6, 1-21, 2016. [pdf]

Stéphan Tulkens, Lisa Hilte, Elyne Lodewyckx, Ben Verhoeven, and Walter Daelemans. The Automated Detection of Racist Discourse in Dutch Social Media. Computational Linguistics in the Netherlands Journal 6, 3-20, 2016. [pdf]

Mike Kestemont, Julian Stover, Moshe Koppel, Folkert Karsdorp, and Walter Daelemans. Authorship Verification with the Ruzicka Metric. In: Digital Humanities 2016: Conference Abstracts. Jagiellonian University and Pedagogical University, Krakow, 246-249, 2016. [abstract]

Lisa Hilte, Reinhild Vandekerckhove, and Walter Daelemans. Expressiveness in Flemish online teenage talk: a corpus-based analysis of social and medium-related linguistic variation. In: Proceedings of the 4th Conference on CMC and Social Media Corpora for the Humanities, Ljubljana, Academic Publishing Division of the Faculty of Arts of the University of Ljubljana, 30-33, 2016. [pdf]

Giovanni Cassani, Robert Grimm, Steven Gillis, Walter Daelemans. Constraining the Search Space in Cross-Situational Word Learning: Different Models make Different Predictions. Proceedings of the 38th Annual Conference of the Cognitive Science Society, Philadelphia, Pennsylvania, USA, 1152-1157, 2016. [pdf]

2015

Elyne Scheurwegs, Kim Luyckx, Léon Luyten, Walter Daelemans, Tim Van den Bulcke. Data Integration of Structured and Unstructured Sources for Assigning Clinical Codes to Patient Stays. Journal of the American Medical Informatics Association, 2015. [pdf]

Kathleen Van Royen, Karolien Poels, Walter Daelemans, Heidi Vandebosch. Automatic Monitoring of Cyberbullying on Social Networking Sites: from Technical Feasibility to Desirability. Telematics and Informatics 32 (1) (2015), 89-97. [pdf]

Bram Vandekerckhove, Dominiek Sandra, Walter Daelemans. Effects of online abstraction on adjective order preferences. Language, Cognition and Neuroscience 30 (7), 816-831, 2015. [pdf]

Nina Reviers, Aline Remael, Walter Daelemans. The language of Audio Description in Dutch: Results of a Corpus Study. In: Anna Jankowska and Agnieszka Szarkowska (eds.), New Points of View on Audiovisual Translation and Media Accessibility, Bern: Peter Lang, 167-189, 2015. [pdf]

Robert Grimm, Giovanni Cassani, Walter Daelemans, Steven Gillis. Towards a Model of Prediction-based Syntactic Category Acquisition: First Steps with Word Embeddings. In: Proceedings of the Sixth Workshop on Cognitive Aspects of Computational Language Learning (CogACLL-2015), Association for Computational Linguistics, Lisbon, Portugal, 28-32, 2015. [pdf]

Giovanni Cassani, Robert Grimm, Walter Daelemans, Steven Gillis. Which Distributional Cues Help the Most? Unsupervised Contexts Selection for Lexical Category Acquisition. In: Proceedings of the Sixth Workshop on Cognitive Aspects of Computational Language Learning (CogACLL-2015), Association for Computational Linguistics, Lisbon, Portugal, 33-39, 2015. [pdf]

Cynthia Van Hee, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans, Véronique Hoste. Automatic Detection and Prevention of Cyberbullying. In: The First International Conference on Human and Social Analytics (HUSO 2015), IARIA, St. Julians, Malta, 13-18, 2015. [Best paper award]. [pdf]

Cynthia Van Hee, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans and Véronique Hoste. Detection and Fine-Grained Classification of Cyberbullying Events. In: Galia Angelova, Kalina Bontcheva, Ruslan Mitkov (eds.) Proceedings of the 10th Recent Advances in Natural Language Processing (RANLP), Hissar, Bulgaria, 672-680, 2015. [pdf]

Cynthia Van Hee, Ben Verhoeven, Els Lefever, Guy De Pauw, Véronique Hoste, Walter Daelemans. Guidelines for the Fine-Grained Analysis of Cyberbullying, version 1.0., LT3 Technical Report - LT3 15.01., 16 pages, 2015. [pdf]

Francisco Manuel Rangel Pardo, Fabio Celli, Paolo Rosso, Martin Potthast, Benno Stein and Walter Daelemans. Overview of the 3rd Author Profiling Task at PAN 2015. In: CLEF 2015 Evaluation Labs and Workshop Working Notes Papers, CEUR Workshop Proceedings Volume 1391, Toulouse, France, 40 pages, 2015. [pdf]

Efstathios Stamatatos, Walter Daelemans, Ben Verhoeven, Patrick Juola, Aurelio Lopez-Lopez, Martin Potthast and Benno Stein. Overview of the Author Identification Task at PAN 2015. In: CLEF 2015 Evaluation Labs and Workshop Working Notes Papers, CEUR Workshop Proceedings Volume 1391, Toulouse, France, 17 pages, 2015. [pdf]

2014

Dirk Snyman, Gerhard van Huyssteen, Walter Daelemans. Outomatiese genreklassifikasie vir Afrikaans. In Die Suid-Afrikaanse tydskrif vir natuurwetenskap en tegnologie, 33 (1), 1-12, 2014. ISSN 0254-3486; https://dx.doi.org/doi:10.4102/satnt.v33i1.759 [pdf]

Ben Verhoeven, Juan Soler, Walter Daelemans. Evaluating content-independent features for personality recognition.' In Proceedings of the 2014 ACM Multi Media on Workshop on Computational Personality Recognition. WCPR '14, New York, ACM, 2014, 7-10. [pdf]

Ben Verhoeven, Menno van Zaanen, Walter Daelemans and Gerhard van Huyssteen. Automatic Compound Processing: Compound Splitting and Semantic Analysis for Afrikaans and Dutch. In: Verhoeven et al. (eds). Proceedings of the First Workshop on Computational Approaches to Compound Analysis (ComAComA 2014), 20-30, Dublin, Ireland, August 24 2014. [pdf]

Ben Verhoeven, Walter Daelemans, Menno van Zaanen and Gerhard van Huyssteen. Proceedings of the First Workshop on Computational Approaches to Compound Analysis (ComAComA 2014). Held at the 25th International Conference on Computational Linguistics (COLING 2014). Dublin, Ireland, August 24, 2014, 91 pages. ISBN: 978-1-873769-43-0. Proceedings

Ben Verhoeven, Gerhard van Huyssteen, Menno van Zaanen and Walter Daelemans. Annotation Guidelines for Compound Analysis. CLiPS Technical Report Series (CTRS) 5, May 2014, 50 pages. ISSN: 2033-3544. [pdf]

Tom De Smedt, Lucas Nijs and Walter Daelemans. Creative Web Services with Pattern. In: Proceedings of the Fifth International Conference on Computational Creativity. Ljubljana, Slovenia, 9-13 June 2014. 3 pages. [pdf]

Ben Verhoeven and Walter Daelemans. CLIPS Stylometry Investigation (CSI) Corpus: a Dutch Corpus for the Detection of Age, Gender, Personality, Sentiment and Deception in Text. In: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), isbn 978-2-9517408-8-4, ELRA: Reykjavik, Iceland, 3081-3085, 2014. [pdf]

Georg Rehm, Hans Uszkoreit, Sophia Ananiadou, Nuria Bel, Audrone Bieleviciene, Lars Borin, Antonio Branco, Gerhard Budin, Nicoletta Calzolari, Walter Daelemans, Radovan Garabik, Marko Grobelnik, Carmen Garcia-Mateo, Josef Van Genabith, Jan Hajic, Inma Hernaez, John Judge, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Linden, Bernardo Magnini, Joseph Mariani, John Mcnaught, Maite Melero, Monica Monachini, Asuncion Moreno, Jan Odijk, Maciej Ogrodniczuk, Piotr Pezik, Stelios Piperidis, Adam Przepiorkowski, Eirikur Roegnvaldsson, Michael Rosner, Bolette Pedersen, Inguna Skadina, Koenraad De Smedt, Marko Tadic, Paul Thompson, Dan Tufis, Tamas Varadi, Andrejs Vasiljevs, Kadri Vider, Jolanta Zabarskaite. The Strategic Impact of META-NET on the Regional, National and International Level. In: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), isbn 978-2-9517408-8-4, ELRA: Reykjavik, Iceland, 1517-1524, 2014. [pdf]

Enric Junqué de Fortuny, Tom De Smedt, David Martens, Walter Daelemans. Evaluating and Understanding Text-Based Stock Price Prediction Models. Information Processing and Management 50:2 (2014), 426-441. ISSN 0306-4573 https://dx.doi.org/doi:10.1016/j.ipm.2013.12.002 [pdf]

Tom De Smedt, Fabio Marfia, Matteo Matteucci and Walter Daelemans. Using Wiktionary to Build an Italian Part-of-Speech Taggers. In: Elisabeth Métais, Mathieu Roche, Maguelonne Teisseire (Eds.). Natural Language Processing and Information Systems. 19th International Conference on Applications of Natural Language to Information Systems, NLDB 2014, Montpellier, France, June 18-20, 2014. ISBN 978-3-319-07982-0. Lecture Notes in Computer Science Volume 8455, 2014, 1-8. [pdf]

Francisco Rangel, Paolo Rosso, Irina Chugur, Martin Potthast, Martin Trenkmann, Benno Stein, Ben Verhoeven and Walter Daelemans. Overview of the Author Profiling Task at PAN 2014. In: CLEF 2014 Evaluation Labs and Workshop Working Notes Papers, Sheffield, UK, 2014, 30 pages. [pdf]

Efstathios Stamatatos, Walter Daelemans, Ben Verhoeven, Martin Potthast, Benno Stein, Patrick Juola, Miguel A. Sanchez-Perez and Alberto Barron-Cedeno. Overview of the Author Identification Task at PAN 2014. In: CLEF 2014 Evaluation Labs and Workshop Working Notes Papers, Sheffield, UK, 2014, 21 pages. [pdf]

Mathias Verbeke, Vincent Van Asch, Walter Daelemans, and Luc De Raedt. Lazy and Eager Relational Learning using Graph-Kernels. In: Proceedings of the Second International Conference on Statistical Language and Speech Processing, Grenoble, France, 14-16 October 2014, Springer LNAI/LNCS 8791, 163-176. [pdf]

2013

Ben Verhoeven and Walter Daelemans. Semantic Classification of Dutch Noun-Noun Compounds: A Distributional Semantics Approach. Computational Linguistics in the Netherlands Journal, 3, 2-18. 2013. [pdf]

Roser Morante, Martin Krallinger, Alfonso Valencia and Walter Daelemans. Machine Reading of Biomedical Texts about Alzheimer's Disease. In: Pamela Forner (Ed.), CLEF 2013 Evaluation Labs and Workshop: Online Working Notes. Valencia, Spain: CLEF, 2013, 1-13. [pdf]

Walter Daelemans and Véronique Hoste. STYLENE: an Environment for Stylometry and Readability Research for Dutch. CLiPS Technical Research Report CTRS-004, 2013, 28 pages. [pdf]

Bart Ons, Netsanet Tessema, Janneke van de Loo, Jort Gemmeke, Guy De Pauw, Walter Daelemans and Hugo Van hamme. A Self Learning Vocal Interface for Speech-impaired Users. In: Proceedings 4th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), Stroudsburg, PA: ACL, 2013, 73-82. [pdf]

Netsanet Tessema, Bart Ons, Janneke van de Loo, Jort Gemmeke, Guy De Pauw, Walter Daelemans and Hugo Van hamme. Metadata for Corpora PATCOR and Domotica-2. Technical report KUL/ESAT/PSI/1303, KU Leuven, ESAT, Leuven, Belgium, 2013, 1-5. [pdf]

Jort Gemmeke, Bart Ons, Netsanet Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers and Bart Vanrumste. Self-taught assistive vocal interfaces: An overview of the ALADIN project. In: Proceedings of Interspeech, 2013, 2038-2043. [pdf]

Tom De Smedt, Frederik De Bleser, Vincent Van Asch, Lucas Nijs, Walter Daelemans. Gravital: natural language processing for computer graphics. In Tony Veale, Kurt Feyaerts, Charles Forceville (eds.) Creativity and the Agile Mind. A Multi-Disciplinary Study of a Multi-Faceted Phenomenon. (Applications of Cognitive Linguistics series). De Gruyter, 81-97, 2013. [pdf]

Vincent Van Asch and Walter Daelemans. An analytical approach to similarity measure selection for selftraining. In: BENELEARN 2013: Proceedings of the 22nd Belgian-Dutch Conference on Machine Learning, Nijmegen, the Netherlands, 8-1, 2013. [pdf]

Antal van den Bosch and Walter Daelemans. Implicit Schemata and Categories in Memory-based Language Processing. Language and Speech, first published on April 30, 2013, doi:10.1177/0023830913484902. [pdf]

Ben Verhoeven, Walter Daelemans and Tom De Smedt. Ensemble Methods for Personality Recognition. In Proceedings of the Workshop on Computational Personality Recognition (Shared Task). Cambridge, MA, USA, 4 pages, 2013. [pdf]

Bram Vandekerckhove, Dominiek Sandra, Walter Daelemans. Selective Impairment of Adjective Order Constraints as Overeager Abstraction: An Elaboration on Kemmerer et al. (2009). Journal of Neurolinguistics, Volume 26, Issue 1, 46-72, 2013. [pdf]

Walter Daelemans. Explanation in Computational Stylometry. In: Gelbukh Alexander (Ed.): Computational Linguistics and Intelligent Text Processing, 14th International Conference, CICLing 2013, Samos, Greece, March 24-30, 2013, Proceedings, Part II. Springer 2013 Lecture Notes in Computer Science ISBN 978-3-642-37255-1, 451-462, 2013. [pdf]

Iris Hendrickx, Gosse Bouma, Walter Daelemans, Véronique Hoste. COREA: coreference resolution for extracting answers for Dutch. In: Peter Spyns et al. (eds.), Essential speech and language technology for Dutch: results by the STEVIN-programme, ISBN 978-3-642-30909-0, Berlin, Springer, 97-108, 2013. [pdf]

2012

Jurgita Kapociute-Dzikiene, Frederik Vaassen, Walter Daelemans and Algis Krupavicius. Improving Topic Classification for Highly Inflective Languages. Proceedings of COLING 2012, the 24th International Conference on Computational Linguistics, Munbai, India, 1393-1410, 2012. [pdf]

Ben Verhoeven, Walter Daelemans, Gerhard van Huyssteen. Classification of noun-noun compound semantics in Dutch and Afrikaans. Proceedings of the Twenty-Third Annual Symposium of the Pattern Recognition Association of South Africa, ISBN 978-0-620-54601-0, Pretoria, South-Africa, 121-125, 2012. [pdf]

Jeroen Wauters, Frederik Van Broeckhoven, Maarten Van Overveldt, Koen Eneman, Frederik Vaassen, Walter Daelemans. deLearyous: An Interactive Application for Interpersonal Communication Training. In: Stefan De Wannemacker, Sylke Vandercruysse, & Geraldine Clarebout (Eds.), Serious Games: The Challenge. Communications in Computer and Information Science, Volume 280, Berlin, Germany: Springer-Verlag, 87-90, 2012. [pdf]

Mike Kestemont, Walter Daelemans, Dominiek Sandra. Robust rhymes? The stability of authorial style in medieval narratives. Journal of Quantitative Linguistics, 19 (1), 54-76, 2012. [pdf]

Claudia Peersman, Frederik Vaassen, Vincent Van Asch, Walter Daelemans. Conversation Level Constraints on Pedophile Detection in Chat Rooms. In: P. Forner, J. Karlgren, & C. Womser-Hacker (eds.), CLEF 2012 Conference and Labs of the Evaluation Forum - Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN), Rome, Italy, 13 pages, 2012. [pdf]

Kim Luyckx, Frederik Vaassen, Claudia Peersman, Walter Daelemans. Fine-Grained Emotion Detection in Suicide Notes: A Thresholding Approach to Multi-Label Classification. Biomedical Informatics Insights (BII). Volume 5 (Suppl. 1), 61-69, 2012. [pdf]

Janneke van de Loo, Guy De Pauw, Jort F. Gemmeke, Peter Karsmakers, Bert Van Den Broeck, Walter Daelemans, Hugo Van hamme. Towards Shallow Grammar Induction for an Adaptive Assistive Vocal Interface: a Concept Tagging Approach. In Luz Rello and Horacio Saggion (eds.), Proceedings of the Workshop on Natural Language Processing for Improving Textual Accessibility (NLP4ITA), 27-34, Istanbul, Turkey, 2012. [pdf]

Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans. Towards a Self-Learning Assistive Vocal Interface: Vocabulary and Grammar Learning. In: Proceedings of the 1st Workshop on Speech and Multimodal Interaction in Assistive Environments (SMIAE), ACL, Jeju, Republic of Korea, 34-42, 2012. [pdf]

Jort F. Gemmeke, Janneke van de Loo, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans. A Self-Learning Assistive Vocal Interface Based on Vocabulary Learning and Grammar Induction. Proceedings of Interspeech 2012, Portland, Oregon, 4 pages, 2012. [pdf]

Frederik Vaassen, Jeroen Wauters, Frederik Van Broeckhoven, Maarten Van Overveldt, Koen Eneman, Walter Daelemans. Training Interpersonal Communication Skills Using Unconstrained Text Input. In: Patrick Felicia (ed.), Proceedings of ECGBL 2012, The 6th European Conference on Games Based Learning. Cork: Academic Publishing International, 505-513, 2012. [pdf]

Mike Kestemont, Kim Luyckx, Walter Daelemans, Thomas Crombez. Cross-Genre Authorship Verification using Unmasking. English Studies. A journal of English language and literature. 93:3, 340-356, 2012. [pdf]

Kathy Rys, Walter Daelemans, Guy De Pauw, Steven Gillis. Leermechanismen in tweededialectverwerving. Tabu: Bulletin voor taalwetenschap, 40, 59-88, 2012.

Enric Junque de Fortuny, Tom De Smedt, David Martens, Walter Daelemans. Media Coverage in Times of Political Crisis: a Text Mining Approach. Expert Systems with Applications 39:14, 11616-11622, 2012. [pdf]

Tom De Smedt, Walter Daelemans. Pattern for Python. Journal of Machine Learning Research 13, 2063-2067, 2012. [pdf]

Mathias Verbeke, Roser Morante, Vincent Van Asch, Paolo Frasconi, Walter Daelemans, Luc De Raedt. A statistical relational learning approach to identifyinge evidence based medicine categories. Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Association for Computational Linguistics, Jeju island, Korea, 579-589, 2012. [pdf]

Mike Kestemont, Kim Luyckx, Walter Daelemans, Thomas Crombez. Evaluating unmasking for cross-genre authorship verification. In: Jan Christoph Meister (ed.), Digital Humanities, Hamburg, 249-252, 2012. [pdf]

Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt. Kernel-based logical and relational learning with kLog for hedge cue detection. Stephen Muggleton, Alireza Tamaddoni-Nezhad, Francesca Lisi (eds.), Proceedings of the 21st International Conference on Inductive Logic Programming, LNCS, Volume 7207, Berlin: Springer, 347-357, 2012. [pdf]

Mike Kestemont, Claudia Peersman, Benny De Decker, Guy De Pauw, Kim Luyckx, Roser Morante, Frederik Vaassen, Janneke van de Loo, Walter Daelemans. The Netlog Corpus: a Resource for the Study of Flemish Dutch Internet Language. Proceedings of the Eigth International Conference on Language Resources and Evaluation (LREC'12), Istanbul, European Language Resources Association, 1569-1572, 2012. [pdf]

Enric Junque de Fortuny Enric, Tom De Smedt, David Martens, Walter Daelemans. Design and Evaluation of Empirical Models for Stock Price Prediction. Research Paper, University of Antwerp, Faculty of Applied Economics, 2012-017, 22 pages, 2012 [pdf]

Roser Morante, Walter Daelemans. Annotating Modality and Negation for a Machine Reading Evaluation. In: P. Forner, J. Karlgren, & C. Womser-Hacker (eds.), CLEF 2012 Conference and Labs of the Evaluation Forum - Question Answering For Machine Reading Evaluation (QA4MRE), Rome, Italy, 9 pages, 2012. [pdf]

Roser Morante, Martin Krallinger, Alfonso Valencia, Walter Daelemans. Machine Reading of Biomedical Texts about Alzheimer's Disease. In: P. Forner, J. Karlgren, & C. Womser-Hacker (eds.), CLEF 2012 Conference and Labs of the Evaluation Forum - Question Answering For Machine Reading Evaluation (QA4MRE), Rome, Italy, 14 pages, 2012. [pdf]

Roser Morante, Walter Daelemans. ConanDoyle-neg: Annotation of negation in Conan Doyle stories. Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12), Instanbul, Turkey, European Language Resources Association, 1563-1568, 2012. [pdf]

Tom De Smedt and Walter Daelemans. "Vreselijk mooi!” (terribly beautiful): A Subjectivity Lexicon for Dutch Adjectives. Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12), Istanbul, Turkey, European Language Resources Association (ELRA), 3568-3572, 2012. [pdf]

2011

Roser Morante, Sarah Schrauwen and Walter Daelemans. Corpus-based approaches to processing the scope of negation cues: an evaluation of the state of the art. In: Johan Bos and Stephen Pulman (editors), Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011), pp. 350-354. Oxford, UK. [pdf]

Anthony Liekens, Jeroen de Knijf, Walter Daelemans, Bart Goethals, Peter De Rijk, Del-Favero Jurgen. BioGraph: unsupervised biomedical knowledge discovery via automated hypothesis generation. Genome Biology, 12(6), 12:R57, 2011. [pdf]

Senja Pollak, Roel Coesemans, Walter Daelemans, Nada Lavrac. Detecting contrast patterns in newspaper articles by combining discourse analysis and text mining. Pragmatics 21:4, 647-638, 2011. [pdf]

Kim Luyckx, Walter Daelemans. The effect of author set size and data size in authorship attribution. Literary and Linguistic Computing, 26:1, 35-55, 2011. [pdf]

Sander Canisius, Antal van den Bosch, Walter Daelemans. Constraint-Satisfaction Inference for Entity Recognition. In: Van den Bosch Antal, Bouma Gosse (eds.) Interactive Multi-Modal Question-Answering. Berlin, Heidelberg: Springer, Series: Theory and Applications of Natural Language Processing, 199-221, 2011. [pdf]

Frederik Vaassen, Walter Daelemans. Automatic emotion classification for interpersonal communication. In: Proceedings of the Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), ACL-HLT 2011, pages 104-110, Portland, Oregon, USA Association for Computational Linguistics, 2011. [pdf]

Claudia Peersman, Walter Daelemans, Leona Van Vaerenbergh. Predicting Age and Gender in Online Social Networks. Proceedings of the 3rd international workshop on search and mining user-generated contents (SMUC'11). ACM, New York, 37-44, 2011. [pdf]

Mike Kestemont, Kim Luyckx, Walter Daelemans. Intrinsic plagiarism detection using character trigram distance scores. In: Vivien Petras and Paul Clough (Eds.) Notebook for PAN at CLEF 2011. Notebook Papers of CLEF 2011 Labs and Workshops, Amsterdam, The Netherlands. 8 pages, 2011. [pdf]

Roser Morante, Walter Daelemans. Annotating modality and negation for a machine reading evaluation. In: Vivien Petras and Paul Clough (Eds.) Notebook for QA4MRE at CLEF 2011. Notebook Papers of CLEF 2011 Labs and Workshops, Amsterdam, The Netherlands, 14 pages, 2011. [pdf]

Tom De Smedt, Ludivine Lechat, Walter Daelemans. Generative Art Inspired by Nature, Using NodeBox. In: Cecilia Di Chio, Anthony Brabazon, et al. (eds.) Applications of Evolutionary Computation. Springer Lecture Notes in Computer Science, Volume 6625, 264-272, 2011. [pdf]

Dirk Snyman, Gerhard van Huyssteen, Walter Daelemans. Automatic Genre Classification for Resource Scarce Languages. In: Proceedings of the 2011 Conference of the Pattern Recognition Association of South Africa. Vanderbijlpark, South Africa, p. 132-137, 2011. [pdf]

Roser Morante, Sara Schrauwen, Walter Daelemans. Annotation of negation cues and their scope: Guidelines v1.0. Computational linguistics & psycholinguistics technical report series, CTRS-003 Antwerp: University of Antwerp, 2011, 42 pages. [pdf]

D. Rebholz-Schuhmann, A. Jimeno, Ch. Li, S. Kafkas, I. Lewin, N. Kang, P. Corbett, D. Milward, E. Buyko, E. Beisswanger, K. Hornbostel, A. Kouznetsov, R. Witte, J. B. Laurila, Ch. JO Baker, Ch. Kuo, S. Clematide, F. Rinaldi, R. Farkas, G. Móra, K. Hara, L. Furlong, M. Rautschka, M. Lara Neves, A. Pascual-Montano, Q. Wei, N. Collier, F. Mahbub Chowdhury, A. Lavelli, R. Berlanga, R. Morante, V. Van Asch, W. Daelemans, J. L. Marina, E. van Mulligen, J. Kors and U. Hahn. Assessment of NER solutions against the first and second CALBC Silver Standard Corpus. Proceedings of the 4th Symposium on Semantic Mining in Biomedicine (SMBM), 66-74. Hinxton, UK, 2010. Also in Journal of Biomedical Semantics, Volume 2, suppl. 5, S11, 2011. [pdf]

2010

Walter Daelemans, Vincent Van Asch, Roser Morante. Memory-based biomedical Named-Entity tagging. In: Dietrich Rebholz-Schuhmann and Udo Hahn (eds.) Proceedings of the First CALBC Workshop, Cambridgeshire, EBI, p. 31--32, 2010. [pdf]

Thomas Abeel, Sofie Van Landeghem, Roser Morante, Vincent Van Asch, Yves Van de Peer, Walter Daelemans, Yvan Saeys. Highlights of the BioTM 2010 workshop on advances in bio text mining. BMC Bioinformatics 11, Suppl 5,p. 1-3, 2010. [pdf]

Frederik Vaassen and Walter Daelemans. Emotion Classification in a Serious Game for Training Communication Skills. In: Eline Westerhout, Thomas Markus, Paola Monachesi (eds.) Computational Linguistics in the Netherlands. Selected papers from the twentieth CLIN meeting., LOT, Utrecht, p. 155-169, 2010. [pdf]

Roser Morante, Vincent Van Asch and Walter Daelemans. Extraction of Biomedical Events. In: Eline Westerhout, Thomas Markus, Paola Monachesi (eds.) Computational Linguistics in the Netherlands. Selected papers from the twentieth CLIN meeting., LOT, Utrecht, p. 91-106, 2010. [pdf]

Mike Kestemont, Walter Daelemans and Guy De Pauw. Space traveling: Assessing the 'soundness' of class labels in memory-based learning and the case of Middle Dutch spelling variation (extended abstract). In: Proceedings of the 19th Annual Belgian-Dutch Conference on Machine Learning (Benelearn 2010), Leuven, 2010, 2 pages. [pdf]

Roser Morante, Vincent Van Asch, Walter Daelemans. Memory-based resolution of in-sentence scopes of hedge cues. Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, Uppsala, Sweden, Association for Computational Linguistics, 40-47, 2010. [pdf]

Walter Daelemans and Antal van den Bosch. Memory-based learning. In: A. Clark, C. Fox, and S. Lappin (Eds.) Handbook of Computational Linguistics and Natural Language Processing, Oxford, UK, Wiley-Blackwell Publishers, 154-179, 2010. [pdf]

Mike Kestemont, Walter Daelemans, Guy De Pauw. Weigh Your Words. Memory-based lemmatization for Middle Dutch. Literary and Linguistic Computing, Vol. 25, No. 3, 287-301, 2010. [pdf]

Walter Daelemans. POS Tagging. In: Claude Sammut and Geoffrey I. Webb (eds.) Encyclopedia of Machine Learning. Springer Verlag, Heidelberg, 2010. ISBN: 978-0-387-30768-8

Tom De Smedt, Vincent Van Asch and Walter Daelemans. Memory-based Shallow Parser for Python. CLiPS Technical Report Series, CTRS-002, 2010. [pdf]

Vincent Van Asch, Roser Morante and Walter Daelemans. Towards improving the precision of a relation extraction system by processing negation and speculation. Proceedings of the 4th Symposium on Semantic Mining in Biomedicine (SMBM), 164-165. Hinxton, UK, 2010. [Proceedings]

Walter Daelemans. Review: Colin de la Higuera, Grammatical Inference: Learning Automata and Grammars. Machine Translation 23:3-4, 291-293, 2010. [pdf]

Vincent Van Asch and Walter Daelemans. Using domain similarity for performance estimation. Proceedings of the ACL 2010 Workshop on Domain Adaptation for Natural Language Processing (DANLP) - CISB 978-1-932432-80-0 - Uppsala, Association for Computational Linguistics, 2010, p. 31-36, 2010. [pdf]

Erwin Marsi, Emiel Krahmer, Iris Hendrickx, Walter Daelemans. On the Limits of Sentence compression by Deletion. In: Empirical Methods in Natural Language Generation, Lecture Notes in Computer Science 5980, Springer, Berlin Heidelberg, [pdf]

Lieve Macken and Walter Daelemans. A Chunk-Driven Bootstrapping Approach to Extracting Translation Patterns. In: A. Gelbukh (ed.), 11th International Conference on Intelligent Text Processing and Computational Linguistics. Iasi, Romania, Vol. 6009 of Lecture Notes in Computer Science, Springer Verlag, Heidelberg, pp. 394-405, 2010. [pdf]

Walter Daelemans and Véronique Hoste (eds.) Evaluation of Translation Technology. LANS 8/2009. Brussels: Academic and Scientific Publishers. 261 pages. 2010. [Website]

Walter Daelemans and Véronique Hoste. Evaluation of Translation Technology. in Daelemans et al. (eds.) Evaluation of Translation Technology. LANS 8/2009, p. 9–13, 2010. [pdf]

2009

Morante Roser, van Asch Vincent, Daelemans Walter. A memory-based learning approach to event extraction in biomedical texts. Proceedings of the Workshop on BioNLP: Shared Task, Boulder, Colorado, Association for Computational Linguistics, June 2009, p. 59–67. [pdf]

Morante Roser, Daelemans Walter. A metalearning approach to processing the scope of negation. Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL), Boulder, Colorado, Association for Computational Linguistics, June 2009, p. 21–29. [pdf]

Vandekerckhove Bram, Sandra Dominiek, Daelemans Walter. A robust and extensible exemplar-based model of thematic fit. Lascarides et al. (eds.) Proceedings of the 12th Conference of the European Chapter of the ACL, Athens, Greece, Association for Computational Linguistics, 2009, p. 826–834. [pdf]

Marsi Erwin, Krahmer Emiel, Hendrickx Iris, Daelemans Walter. Is sentence compression an NLG task? Proceedings of the 12th European Workshop on Natural Language Generation., Association for Computational Linguistics, Athens, Greece, 2009, p. 25–32. [pdf]

Morante Roser, Daelemans Walter. Learning the scope of hedge cues in biomedical texts. Proceedings of the Workshop on BioNLP, Boulder, Colorado, Association for Computational Linguistics, 2009, p. 28–36. [pdf]

van Asch Vincent, Daelemans Walter. Prepositional phrase attachment in shallow parsing. Proceedings of the 7th International Conference on Recent Advances in Natural Language Processing (RANLP). Borovec, Bulgaria, 2009, p. 12–17. [pdf]

Daelemans W., Groenewald H.J. and van Huyssteen G.B. Prototype-based active learning for lemmatization, Proceedings of the 7th International Conference on Recent Advances in Natural Language Processing (RANLP)., Borovec, Bulgaria, p 65–70, 2009. [pdf]

Hendrickx Iris, Daelemans Walter, Marsi Erwin, Krahmer Emiel. Reducing redundancy in multi-document summarization using lexical semantic similarity. Proceedings of the 2009 Workshop on Language Generation and Summarisation., Association for Computational Linguistics, Singapore, 2009, p. 63–66. [pdf]

Gillis Steven, Daelemans Walter, de Smedt Koenraad. Artificial intelligence. Cognition and Pragmatics. Sandra et al. (eds.), Amsterdam, Benjamins, 2009, p. 16–40.

2008

Lieve Macken and Walter Daelemans. Aligning linguistically motivated phrases. Selected Papers from the 18th Computational Linguistics in the Netherlands Meeting. Verberne et al. (eds.), Nijmegen, The Netherlands, 2008, p. 37–52. [pdf]

Daelemans, Walter, Bart Goethals, and Katharina Morik. ‘Guest editors’ introduction: special issue of selected papers from ECML PKDD 2008’ In: Machine learning, 72:3 (2008), p. 155-156.

Daelemans Walter, Bart Goethals, and Katharina Morik. ‘Guest editors’ introduction: special issue of selected papers from ECML PKDD 2008.’ In: Data mining and knowledge discovery, 17:1 (2008), p. 1-2.

Luyckx Kim and Walter Daelemans. Authorship attribution and verification with many authors and limited data. In: Proceedings of the 22nd International Conference on Computational Linguistics (COLING 2008), Manchester, 2008, p. 513-520. [A compressed version appears in Proceedings of the 20th Belgian- Netherlands Conference on Artificial Intelligence (BNAIC 2008), Enschede, 2008, p. 335-336.] [pdf]

Hendrickx Iris, Walter Daelemans, Kim Luyckx, Roser Morante, Van Asch Vincent. CNTS: memory-based learning of generating repeated references. In: Proceedings of the 5th International Natural Language Generation Conference (INLG 2008), Salt Fork, Ohio, USA, June 12-14, 2008, 194-195. [pdf]

Morante Roser, Walter Daelemans, Vincent Van Asch. A combined memory-based semantic role labeler of English. In: Proceedings of the 12th Conference on Computational Natural Language Learning, 2008, p. 208-212. [pdf]

Hendrickx Iris, Gosse Bouma, Frederik Coppens, Walter Daelemans, Véronique Hoste, Geert Kloosterman, Anne-Marie Mineur, Joeri van der Vloet, Jean-Luc Verschelde. Coreference resolution for extracting answers for Dutch. In: Proceedings of LREC, Marrakech, Morocco, 2008. [pdf]

Luyckx Kim and Walter Daelemans. Personae: a corpus for author and personality prediction from text. In: Proceedings of LREC-2008, the Sixth International Language Resources and Evaluation Conference, Marrakech, 2008. [pdf]

Hendrickx Iris, Véronique Hoste, Walter Daelemans. Semantic and syntactic features for anaphora resolution for Dutch. In: Proceedings of the CICLing-2008 Conference, Haifa, Israel, Berlin: Springer, 2008, p. 351-361. [pdf]

Luyckx Kim, Walter Daelemans. Using syntactic features to predict author personality from text. In: Proceedings of Digital Humanities 2008, Oulu, Finland, 2008, p. 146-149. [pdf]

Morante Roser, Anthony Liekens, and Walter Daelemans. Learning the Scope of Negation in Biomedical Texts. Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, Honolulu, 2008, p. 715–724. [pdf]

Daelemans Walter en Antal van den Bosch. My Word Coach. Taaltechnologie voor een Nintendo brain trainer. DIXIT, jaargang 5, nummer 2, november 2008, p. 31. [complete magazine]

2007

Antal van den Bosch, Bertjan Busser, Sander Canisius, and Walter Daelemans. An efficient memory-based morphosyntactic tagger and parser for Dutch. In: Peter Dirix et al. (eds.) Computational Linguistics in the Netherlands 2006. Selected papers from the seventeenth CLIN meeting. LOT, Utrecht, 191-206, 2007. [pdf]

Iris Hendrickx, Walter Daelemans. Adding Semantic Information: Unsupervised Clusters for Coreference Resolution, In: Maarten van Someren et al. (eds), Workshop Notes on Machine Learning for Natural Language Processing, Amsterdam, The Netherlands, 14-15, 2007. [pdf]

Véronique Hoste, Iris Hendrickx and Walter Daelemans. Disambiguation of the neuter pronoun and its effect on pronominal coreference resolution. In: Text, Speech and Dialogue. Proceedings of the 10th International Conference TSD 2007., Plzen, Czech Republic, Springer Lecture Notes in Computer Science Volume 4629, Berlin, Heidelberg: Springer, 48-55, 2007. [pdf]

Iris Hendrickx, Véronique Hoste, and Walter Daelemans. Evaluating hybrid versus data-driven coreference resolution. In: Anaphora: Analysis, Algorithms and Applications. Lecture Notes in Computer Science Volume 4410, Berlin, Heidelberg: Springer Verlag, 137-150, 2007. [pdf]

Walter Daelemans and Antal van den Bosch. Dat gebeurd mei niet: Computationele modellen voor verwarbare homofonen. In: Dominiek Sandra et al. (eds), Tussen Taal, Spelling en Onderwijs Gent: Academia Press, 199-210, 2007. [pdf]

Emmanuel Keuleers and Walter Daelemans. Memory-Based Learning Models of Inflectional Morphology: A Methodological Case Study. Lingue e Linguaggio VI.2, 151-174, 2007. [pdf]

Keuleers Emmanuel, Sandra Dominiek, Daelemans Walter, Gillis Steven, Durieux Gert, Martens Evelyn. Dutch plural inflection: the exception that proves the analogy. In: Cognitive Psychology, 54:4, 283-318, 2007. [pdf]

2006

Hoste Véronique, Daelemans Walter. Comparing learning approaches to language learning: there is more to it than bias. In: Proceedings of Benelearn 2006, Ghent, Belgium, 131-138, 2006. [pdf]

Canisius Sander, van den Bosch Antal, Daelemans Walter. Discrete versus probabilistic sequence classifiers for domain-specific entity chunking. In: Proceedings of the Eighteenth Belgian-Dutch Conference on Artificial Intelligence, BNAIC-2006, Namur, Belgium, 75-82, 2006. [pdf]

Glickman Oren, Dagan Ido, Daelemans Walter, Keller Mikaela, Bengio Sammy. Investigating lexical substitution scoring for subtitle generation. In: Proceedings of the Tenth Conference on Natural Language Learning (CoNLL-X), New York City, USA, June 8-9, 45-52, 2006. [pdf]

Daelemans Walter. A mission for computational natural language learning. In: Proceedings of the Tenth Conference on Natural Language Learning (CoNLL-X), New York City, USA, June 8-9, 1-5, 2006. [pdf]

Vaneyghen Joris, de Pauw Guy, van Compernolle Dirk, Daelemans Walter. A mixed word/morphological approach for extending CELEX for high coverage on contemporary large corpora. In: Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC 2006), Genoa, Italy, 2006 931-934, 2006. [pdf]

Canisius Sander, van den Bosch Antal, Daelemans Walter. Constraint Satisfaction Inference: Non-probabilistic global inference for sequence labelling. In: Proceedings of the EACL 2006 Workshop on Learning Structured Information in Natural Language Applications, Trento, Italy, 9-16, 2006. [pdf]

Luyckx Kim, Daelemans Walter, Vanhoutte Edward. Stylogenetics: clustering-based stylistic analysis of literary corpora. In: Proceedings of LREC-2006: the 5th International Language Resources and Evaluation Conference, Workshop Towards Computational Models of Literary Analysis, Genova, ILC, 30-35, 2006. [pdf]

2005

Antal van den Bosch and Walter Daelemans. Improving sequence segmentation learning by predicting trigrams. In: Proceedings of the Ninth Conference on Natural Language Learning, CoNLL-2005, June 29-30, 2005, Ann Arbor, MI, 80-87, 2005. [pdf]

Sander Canisius, Antal van den Bosch, and Walter Daelemans. Rule meta-learning for trigram-based sequence processing. In: J. Cussens and C. Nedellec (Eds.), Proceedings of the Fourth Learning Language in Logic Workshop, 3-10, Bonn, August 2005. [pdf]

Walter Daelemans, D. Binnenpoorte, F. de Vriend, J. Sturm, H. Strik & C. Cucchiarini. Establishing priorities in the developement of HLT resources: the Dutch-Flemish experience. In: W. Daelemans, T. du Plessis, C. Snyman & L. Teck (eds.), Multilingualism and Electronic Language Management . Proceedings of the 4th International MIDP Colloquium, 22-23 September 2003, Bloemfontein, South Africa (Studies in Language Policy in South Africa 4). Pretoria: Van Schaik Publishers, 9-23, 2005. [pdf]

Walter Daelemans and Antal van den Bosch. Memory-Based Language Processing Cambridge, UK: Cambridge University Press, 2005. [Book website]

Daelemans, Walter. Machine Learning of Natural Language. In: G. Altmann, R. Koehler, and R. Piotrowski (eds.) Quantitative Linguistics. An international handbook, Berlin and New York: Walter De Gruyter, 821-833, 2005. [pdf]

Walter Daelemans, Theo du Plessis, Cobus Snyman and Lut Teck (eds.), Multilingualism and Electronic Language Management'. Proceedings of the 4th International MIDP Colloquium, 22-23 September 2003, Bloemfontein, South Africa (Studies in Language Policy in South Africa 4). Pretoria: Van Schaik Publishers, 2005, ISBN: 062702601X

Véronique Hoste and Walter Daelemans. Learning Dutch Coreference Resolution. In: Ton van der Wouden, Michaela Poss, Hilke Reckman, Crit Cremers (eds.) Computational Linguistics in the Netherlands 2004. Selected papers from the fifteenth CLIN meeting., Utrecht: LOT, 133-148, 2005. [pdf]

Véronique Hoste and Walter Daelemans. Comparing Learning Approaches to Coreference Resolution. There is More to it Than 'Bias'. In: Proceedings of the Workshop on Meta-Learning (held in conjunction with ICML-2005), Bonn, Germany, 20-27, 2005. [pdf]

Kim Luyckx, and Walter Daelemans. Shallow Text Analysis and Machine Learning for Authorship Attribution. In: Ton van der Wouden, Michaela Poss, Hilke Reckman, Crit Cremers (eds.) Computational Linguistics in the Netherlands 2004. Selected papers from the fifteenth CLIN meeting, Utrecht: LOT, 149-160, 2005. [pdf]

2004

Antal van den Bosch, Sander Canisius, Walter Daelemans, Iris Hendrickx, Erik Tjong Kim Sang. Memory-based semantic role labeling: optimizing features, algorithms, and output. Proceedings of CoNLL 2004, Boston, USA, 102-105, 2004. [pdf]

Walter Daelemans. Review of ‘Recent Advances in Example-based Machine Translation’ by Michael Carl and Andy Way (editors). Computational Linguistics 30(4), 516-520, December 2004. [pdf]

Daelemans, Walter, Anja Hoethker and Erik Tjong Kim Sang. Automatic Sentence Simplification for Subtitling in Dutch and English. In: M.T. Lino e.a. (eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), 1045-1048, Lisbon, 2004. [pdf]

Daelemans, Walter ‘Computational Linguistics.’ In: G. Booij, Ch. Lehmann, and J. Mugdan (eds.), Morphology. A Handbook on Inflection and Word Formation, Berlin and New York: Walter De Gruyter, 1893-1900, 2004. [pdf]

Decadt, Bart, Véronique Hoste, Walter Daelemans and Antal van den Bosch. GAMBL Genetic Algorithm Optimization of Memory-Based WSD. In Rada Mihalcea and Phil Edmonds (eds.), Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (Senseval-3), 108-112, 2004. [pdf]

Decadt, Bart and Walter Daelemans. Verb Classification - Machine Learning Experiments in Classifying Verbs into Semantic Classes. L. Guthrie e.a. (eds.), Proceedings of the LREC 2004 Workshop ``Beyond Named Entity Recognition - Semantic Labelling for NLP Tasks'', 25-30, 2004. [pdf]

Guy De Pauw, Tom Laureys, Walter Daelemans and Hugo Van hamme. A Comparison of Two Different Approaches to Morphological Analysis of Dutch. In Proceedings of the ACL 2004 Workshop on Current Themes in Computational Phonology and Morphology, 62--69, Barcelona, Spain, July 2004. [pdf]

De Sitter, An, Toon Calders, and Walter Daelemans. A formal framework Discovering process models by rule set induction for evaluation of information extraction. Technical report, University of Antwerp, Dept. of Mathematics and Computer Science, TR 2004-04, 12 pages, 2004. [pdf]

Véronique Hoste, Walter Daelemans and Steven Gillis. Using rule-induction techniques to model pronunciation variation in Dutch, Computer Speech and Language 18(1), 2004, 1-23. (preprint). [pdf]

Tom Laureys, Guy De Pauw, Hugo Van Hamme, Walter Daelemans, and Dirk Van Compernolle. Evaluation and adaptation of the Celex Dutch morphological database. In: M.T. Lino e.a. (Eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), 1247-1250, 2004. [pdf]

Piperidis Stelios, Iason Demiros, Prokopis Prokopidis, Peter Vanroose, Anja Hoethker, Walter Daelemans, Elsa Sklavounou, Manos Konstantinou, and Yannis Karavidas. Multimodal Multilingual Resources in the Subtitling Process. Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), 205-208, Lisbon, 2004. [pdf]

Reinberger, Marie-Laure and Walter Daelemans. Unsupervised Text Mining for Ontology Extraction: An Evaluation of Statistical Measures. Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), 491-494, Lisbon, 2004. [pdf]

Reinberger, Marie-Laure, Peter Spyns, A. Johannes Pretorius and Walter Daelemans. Automatic Initiation of an Ontology. Proceedings of ODBase'04, Ayia Napa, Cyprus, Lecture Notes in Computer Science, Springer-Verlag, 600-617, 2004. [pdf]

York Sure, Asuncion Gomez-Perez, Walter Daelemans, Marie-Laure Reinberger, Nicola Guarino and Natalya Noy. Why Evaluate Ontology Technologies? Because It Works! IEEE Intelligent Systems, Trends & Controversies, 19(4), 74-81, Jul/Aug 2004. [pdf] [preprint]

Erik Tjong Kim Sang, Walter Daelemans, Anja Hoethker. Reduction of Dutch Sentences for Automatic Subtitling. In: Decadt, B, V. Hoste, and G. De Pauw (eds). Computational Linguistics in the Netherlands 2003. Antwerp Papers in Linguistics, 111, 109-123, 2004. [pdf]

2003

Daelemans, Walter and Miles Osborne (eds.) Proceedings of the Seventh Conference on Natural Language Learning. Edmonton, Canada, ACL, vii + 212 pages, ISBN 1-932432-08-6, 2003.

Daelemans, Walter, Véronique Hoste, Fien De Meulder and Bart Naudts. Combined Optimization of Feature Selection and Algorithm Parameter Interaction in Machine Learning of Language. Proceedings of the 14th European Conference on Machine Learning (ECML-2003), Lecture Notes in Computer Science 2837, Springer-Verlag, Cavtat-Dubrovnik, Croatia, 84-95, 2003. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot and Antal van den Bosch. TiMBL: Tilburg Memory Based Learner, version 5.0, Reference Guide. ILK Research Group Technical Report Series no. 03-10, 56 pages, 2003. [pdf]

Daelemans, Walter, Jakub Zavrel, Antal van den Bosch and Ko van der Sloot. MBT: Memory Based Tagger, version 2.0, Reference Guide. ILK Research Group Technical Report Series 03-13, 16 pages, 2003. [pdf]

Fien De Meulder and Walter Daelemans. Memory-Based Named Entity Recognition using Unannotated Data. Proceedings of the Seventh Conference on Natural Language Learning, 2003, pp. 208-211. [pdf]

De Sitter, An and Walter Daelemans. Information Extraction via Double Classification. Proceedings of the International Workshop on Adaptive Text Extraction and Mining. Catvat-Dubrovnik, Croatia, 66-73, September 2003. [Also: Department of Mathematics and Computer Science, University of Antwerp, Technical Report 2003-06.] [pdf]

Marsi Erwin, Martin Reynaert, Antal van den Bosch, Walter Daelemans, Véronique Hoste. Learning to predict pitch accents and prosodic boundaries in Dutch. Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, Sapporo, Japan, 489-496, 2003. [pdf]

Reinberger, Marie-Laure and Walter Daelemans. Is shallow parsing useful for the unsupervised learning of semantic clusters? Gelbukh, Alexander (ed.) Proceedings of the 4th Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2003), Mexico City, Mexico, LNCS 2588, Springer Verlag, 2003, pp. 304-313. [pdf]

Reinberger, Marie-Laure, Peter Spyns, Walter Daelemans, and Robert Meersman. Mining for lexons: applying unsupervised learning methods to create ontology bases. Meersman, R., Zahir Tari, and Douglas Schmidt (eds.) On the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, Lecture Notes in Computer Science 2888, Springer-Verlag, Catania, Italy, 803-819, 2003. [pdf]

Zavrel Jakub and Walter Daelemans. Feature-Rich Memory-Based Classification for Shallow NLP and Information Extraction. Jurgen Franke, Gholamreza Nakhaeizadeh and Ingrid Renz (eds.), Text Mining, Theoretical Aspects and Applications, Springer Physica-Verlag, 33-54, 2003. [pdf]

2002

Binnenpoorte, D., F. De Vriend, J. Sturm, W. Daelemans, H. Strik, C. Cucchiarini. A Field Survey for Establishing Priorities in the Development of HLT Resources for Dutch. Proceedings of LREC-2002, the third International Language Resources and Evaluation Conference, Las Palmas, Spain, 1862-1866, 2002. [pdf]

Daelemans, Walter. A comparison of analogical modeling of language to memory-based language processing. In: R. Skousen, D. Lonsdale and D. Parkinson (eds.). Analogical Modeling. Amsterdam: John Benjamins, 157-179, 2002. [pdf] (preprint)

Daelemans, Walter and Hoste, Véronique. Evaluation of Machine Learning Methods for Natural Language Processing Tasks. Proceedings of LREC-2002, the third International Conference on Language Resources and Evaluation, Las Palmas, Spain, 755-760, 2002. [pdf]

Daelemans Walter, and Helmer Strik (Eds.) Actieplan voor het Nederlands in de taal- en spraaktechnologie: prioriteiten voor basisvoorzieningen', Report for the Nederlandse Taalunie, 165 pages, 2002. (Action Plan for Dutch in Language and Speech technology: Priorities for Basic Resources). [pdf]

Daelemans, Walter. Review of: Knowledge and learning in language, Charles D, Yang, Glot International 6(5), 137-142, 2002. [pdf] (preprint)

Daelemans, Walter, Jakub Zavrel, Antal van den Bosch, Ko van der Sloot. MBT: Memory Based Tagger, version 1.0, Reference Guide. ILK Technical Report 02-09, 12 pages, 2002. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal van den Bosch. TiMBL: Tilburg Memory Based Learner, version 4.3, Reference Guide ILK Technical Report 02-10, 49 pages, 2002. [pdf]

Decadt Bart, Jacques Duchateau, Walter Daelemans, and Patrick Wambacq. Memory-Based Phoneme-to-Grapheme Conversion. In: M. Theune, A. Nijholt, and H. Hondrop (eds.) Computational Linguistics in the Netherlands 2001. Selected Papers from the Twelfth CLIN Meeting, Amsterdam - New York: Rodopi, 47-61, 2002. [pdf]

Decadt, Bart, Jacques Duchateau, Walter Daelemans, and Patrick Wambacq, Transcription of Out-of-vocabulary Words in Large Vocabulary Speech Recognition based on Phoneme-to-grapheme Conversion. Proceedings of ICASSP-02, the International Conference on Acoustics, Speech and Signal Processing, Volume I, Orlando, USA, 861-864, 2002. [pdf]

De Meulder, Fien, Walter Daelemans, and Véronique Hoste. A Named Entity Recognition System for Dutch. In: M. Theune, A. Nijholt, and H. Hondrop (eds.) Computational Linguistics in the Netherlands 2001. Selected Papers from the Twelfth CLIN Meeting, Amsterdam - New York: Rodopi, 77-88, 2002. [pdf]

Hammerton, James, Miles Osborne, Susan Armstrong, and Walter Daelemans (Eds.) Special issue on Machine Learning Approaches to Shallow Parsing. Journal of Machine Learning Research 2, 551--719, 2002.

Hammerton, James, Miles Osborne, Susan Armstrong, and Walter Daelemans. Introduction to the Special issue on Machine Learning Approaches to Shallow Parsing. Journal of Machine Learning Research 2, 551-558, 2002. [pdf]

Hendrickx, Iris, Antal van den Bosch, Véronique Hoste, Walter Daelemans. Dutch Word Sense Disambiguation: Optimizing the Localness of Context. In: Phil Edmonds, Rada Mihalcea, Patrick Saint-Dizier (eds.) Word Sense Disambiguation: Recent Successes and Future Directions. New Brunswick: ACL, 61-66, 2002. [pdf]

Hoste, Véronique, Walter Daelemans, Iris Hendrickx, Antal van den Bosch. Evaluating the Results of a Memory-Based Word-Expert Approach to Unrestricted Word Sense Disambiguation. In: Phil Edmonds, Rada Mihalcea, Patrick Saint-Dizier (eds.) Word Sense Disambiguation: Recent Successes and Future Directions. New Brunswick: ACL, 95-101, 2002. [pdf]

Hoste, Véronique, Iris Hendrickx, Walter Daelemans, and Antal van den Bosch. Parameter Optimization for Machine-Learning of Word Sense Disambiguation. Natural Language Engineering, Special Issue on Word Sense Disambiguation Systems 8 (4): 311-325, 2002. [pdf]

Marsi, E., B. Busser, W. Daelemans, V. Hoste, M. Reynaert, A. van den Bosch. Combining information sources for memory-based pitch accent placement. Proceedings of ICSLP-2002, International Conference on Spoken Language Processing, Denver, USA, 1273-1276, 2002. [pdf]

Martens, E., W. Daelemans, S. Gillis, and H. Taelman. Where do syllables come from? In: W. Gray and C. Schunn (Eds.) Proceedings of the Twenty-Fourth Annual Conference of the Cognitive Science Society, Fairfax, Virginia, George Mason University, 657-664, 2002. [pdf]

Maruster, Laura, Ton Weijters, Geerhard de Vries, Antal van den Bosch, and Walter Daelemans. Logistic-based patient grouping for multi-disciplinary treatment. Artificial Intelligence in Medicine 26, 87-107, 2002. [pdf]

Strik, H., W. Daelemans, D. Binnenpoorte, J. Sturm, F. De Vriend, C. Cucchiarini. Dutch HLT resources: From BLARK to priority lists. Proceedings of ICSLP-2002, Denver, USA, 1549-1552, 2002. [pdf]

2001

Buchholz, Sabine and Walter Daelemans. Complex answers: a case study using a WWW question answering system. Natural Language Engineering 7 (4): 301-323, 2001. (preprint). [pdf]

Buchholz, Sabine, and Walter Daelemans. SHAPAQA: Shallow Parsing for Question Answering on the World Wide Web. In: Galia Angelova et al. (Eds.) Proceedings Euroconference Recent Advances in Natural Language Processing, Tsigov Chark, Bulgaria, 5-7 September, 47-51, 2001. [pdf]

Busser, Bertjan, Walter Daelemans, Antal van den Bosch. Predicting phrase breaks with memory-based learning. In: Proceedings 4th ISCA Tutorial and Research Workshop on Speech Synthesis. Perthshire Scotland, August 29th - September 1st, 2001. [pdf]

Cucchiarini, Catia, Walter Daelemans, Helmer Strik. Strengthening the Dutch Human Language Technology Infrastructure. The ELRA Newsletter, Vol 6 (4), 3-7, 2001. [pdf]

Daelemans, Walter, Review of Learnability in Optimality Theory, Computational Linguistics 27 (2), 316-317, 2001. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal van den Bosch. TiMBL: Tilburg Memory Based Learner, version 4.0, Reference Guide. ILK Technical Report 01-04, 2001. [pdf]

Daelemans, Walter and Antal van den Bosch. TreeTalk: Memory-Based Word Phonemisation. In: R. I. Damper (Ed.) Data-Driven Techniques in Speech Synthesis. Kluwer Academic Publishers, 149-172, 2001. [pdf]

Daelemans, Walter and Remi Zajac. (Eds.) Proceedings of the fifth computational natural language learning workshop (CoNLL-2001), ACL: Toulouse, France, July 6-7th, 168 pages, 2001.

Daelemans, Walter, Khalil Sima'an, Jorn Veenstra, and Jakub Zavrel (Eds.) Computational Linguistics in the Netherlands 2000. Selected Papers from the Eleventh CLIN Meeting. Amsterdam - New York: Rodopi. ISBN 90-420-1257-9. 2001.

Decadt, Bart, Jacques Duchateau, Walter Daelemans, Patrick Wambacq. Phoneme-to-grapheme conversion for out-of-vocabulary words in large vocabulary speech recognition. In: ASRU 2001 Automatic Speech Recognition and Understanding Workshop Proceedings. IEEE CD-rom (IEEE Catalog Number 01EX544, ISBN 0-7803-7343-X), Trento, Italy, 9-13 December, 4 pages, 2001. [pdf]

Decadt, Bart, and Walter Daelemans. Phoneme-to-grapheme conversion for out-of-vocabulary words in speech recognition. ATRANOS Deliverable WP2, March 31, 15 pages, 2001. [pdf]

Decadt, Bart, and Walter Daelemans. Optimizing phoneme-to-grapheme conversion for out-of-vocabulary words in speech recognition. ATRANOS Deliverable WP2, September 30, 9 pages, 2001. [pdf]

Halteren, Hans van, Jakub Zavrel, Walter Daelemans. Improving accuracy in word class tagging through combination of machine learning systems. Computational Linguistics 27 (2), 199-230, 2001. (Preprint). [pdf]

Hoste, Véronique, Anne Kool, and Walter Daelemans. Classifier Optimization and Combination in the English All Words Task. In: Judita Preiss and David Yarowsky (eds.), Proceedings of SENSEVAL-2. Second International Workshop on Evaluating Word Sense Disambiguation Systems. New Brunswick: ACL, 83-86, 2001. [pdf]

Maruster, Laura, Wil van der Aalst, Ton Weijters, Antal van den Bosch, Walter Daelemans. Automatic Discovery of Workflow Models from Hospital Data. Proceedings BNAIC-01, Amterdam, October 25-26, 183-194, 2001. [pdf]

2000

Daelemans, W., G. De Pauw, G. Durieux, S. Gillis, V. Hoste, and E. Tjong Kim Sang, Zelflerende systemen als instrument voor de taalkunde en de taaltechnologie. In: S. Gillis, J. Nuyts, and J. Taeldeman (Eds.), Met taal om de tuin geleid. Wilrijk: Universitaire Instelling Antwerpen. [pdf]

Daelemans, Walter, and Gert Durieux, Inductive Lexica. In: Van Eynde, F. and D. Gibbon (eds.) Lexicon Development for speech and language processing, Kluwer Academic Publishers, 115-139, 2000. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal van den Bosch, TiMBL: Tilburg Memory Based Learner, version 3.0, Reference Guide. ILK Technical Report 00-01, 2000. [pdf]

De Pauw, Guy, and Walter Daelemans, The Role of Algorithm Bias vs Information Source in Learning Algorithms for Morphosyntactic Disambiguation. Proceedings of the Fourth Conference on Computational Language Learning (CoNLL-2000), Lissabon, Portugal, 19-24, 2000. [pdf]

Gillis, Steven, Walter Daelemans, and Gert Durieux, Lazy Learning: A comparison of Natural and Machine Learning of Stress In: P. Broeder and J.M.J. Murre (Eds.), Models of Language Acquisition: inductive and deductive approaches . Oxford University Press, 76-99, 2000. [pdf]

Hoste, Véronique, Steven Gillis and Walter Daelemans, Machine Learning for Modeling Dutch Pronunciation Variation. In Paola Monachesi (Ed.), Computational Linguistics in the Netherlands 1999. Selected Papers from the Tenth CLIN Meeting, pp. 73-83, 2000. [pdf]

Hoste, Véronique and Walter Daelemans, Comparing bagging and boosting for natural language processing tasks: a typicality approach. In: Ad Feelders (ed.), Proceedings of the Tenth Belgian-Dutch Conference on Machine Learning (Benelearn 2000),pp. 101-108, 2000. [pdf]

Hoste, Véronique, Walter Daelemans, Erik Tjong Kim Sang and Steven Gillis, Meta-Learning for Phonemic Annotation of Corpora. In: Pat Langley (ed.), Proceedings of ICML-2000, Stanford University, CA, USA, pp. 375-382. [pdf]

Hoste, Véronique, Walter Daelemans, and Steven Gillis, A Rule Induction Approach to Modeling Regional Pronunciation Variation. In: Proceedings of COLING 2000, Saarbrcken, Germany. San Francisco: Morgan Kaufman Publishers, 2000, pp. 327-333. [pdf]

Kool, Anne, Walter Daelemans, and Jakub Zavrel. Genetic Algorithms for Feature Relevance Assignment in Memory-Based Language Processing. In: Proceedings of CoNLL-2000. [pdf]

Kool, A., J. Zavrel, W. Daelemans, Simultaneous feature selection and parameter optimization for memory-based natural language processing.. In: Feelders (ed.) BENELEARN 2000, Tilburg, 93-100, 2000. [pdf]

Sandra, D., S. Frisson, G. Durieux, W. Daelemans, and S. Gillis, Hij drinkt niet altijd "t" en ik drink er soms wl: Bronnen van hardnekkige werkwoordfouten in het Nederlands. In: S. Gillis, J. Nuyts, and J. Taeldeman (Eds.), Met taal om de tuin geleid. Wilrijk: Universitaire Instelling Antwerpen. [pdf]

Tjong Kim Sang, Erik F., Walter Daelemans, Hervé Déjean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok and Dan Roth, Applying System Combination to Base Noun Phrase Identification. In: Proceedings of COLING 2000, Saarbrcken, Germany. [pdf]

Van den Bosch, Antal, and Walter Daelemans, A Distributed, Yet Symbolic Model of Text-to-Speech Processing. In: P. Broeder and J.M.J. Murre (Eds.), Models of Language Acquisition: inductive and deductive approaches . Oxford University Press, 55-75, 2000. [pdf]

Van Eynde, Frank, Jakub Zavrel and Walter Daelemans, Part of speech tagging and lemmatisation for the Spoken Dutch Corpus. In: Proceedings of the second international conference on language resources and evaluation (LREC-2000). Athens, Greece, 2000, pp. 1427-1434. [pdf]

Van Eynde, Frank, Zavrel, Jakub, Daelemans, Walter, Lemmatisation and morphosyntactic annotation for the spoken dutch corpus. Monachesi (ed.), Computational Linguistics in the Netherlands 1999. Utrecht, OTS, p. 73-84, 2000. [pdf]

Veenstra, Jorn, Antal van den Bosch, Sabine Buchholz, Walter Daelemans, Jakub Zavrel, Memory-Based Word Sense Disambiguation. In: Computers and the Humanities, special issue on Senseval, Word Sense Disambiguation, Ed. Adam Kilgarriff and Martha Palmer, 34:1-2, 171-177, 2000. [pdf]

Zavrel, J., S. Degroeve, A. Kool, W. Daelemans, K. Jokinen, Diverse classifiers for NLP disambiguation tasks. Comparisons, Optimization, Combination, and Evolution. In: Jokinen et al. (eds.), TWLT 18. Learning to Behave. CEvoLE 2, Ieper, Belgium, p. 201-221, 2000. [pdf]

Zavrel, Jakub, and Walter Daelemans, Bootstrapping a Tagged Corpus through Combination of Existing Heterogeneous Taggers. In: Proc. of the 2nd International Conference on Language Resources and Evaluation (LREC-2000), Athens, Greece, 31 May - 2 June, 2000. [pdf]

1999

Buchholz, Sabine, Jorn Veenstra, Walter Daelemans, Cascaded Grammatical Relation Assignment. In: Proceedings of EMNLP/VLC-99, University of Maryland, USA, June 21-22, 1999, pp. 239-246. [pdf]

Busser, Bertjan, Walter Daelemans and Antal van den Bosch, Machine learning of word pronunciation: the case against abstraction. In: Proceedings of the Sixth European Conference on Speech Communication and Technology, Eurospeech99. Budapest, Hungary, Sept. 5-10, 1999, pp. 2123-2126. [pdf]

Daelemans, Walter, Memory-Based Language Processing. Introduction to the Special Issue. In: Journal of Experimental and Theoretical AI (JETAI), 11:3, 1999. [pdf]

Daelemans, Walter, Machine Learning Approaches. In: Hans van Halteren (ed.), Syntactic Wordclass Tagging. Kluwer Academic Publishers, pp. 285-304, 1999. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal van den Bosch, TiMBL: Tilburg Memory Based Learner, version 2.0, Reference Guide. ILK Technical Report 99-01, 1999. [pdf]

Daelemans, Walter, Antal van den Bosch, and Jakub Zavrel, Forgetting exceptions is harmful in language learning. In: Machine Learning, 34:1/3, 1999, pp. 11-43. [pdf]

Daelemans, Walter, Sabine Buchholz, Jorn Veenstra, Memory-Based Shallow Parsing. In: Proceedings of CoNLL-99, Bergen, Norway, June 12, 1999, pp. 53-60. [pdf]

Durieux, Gert, Walter Daelemans and Steven Gillis, On the Arbitrariness of Lexical Categories. In: Frank Van Eynde, Ineke Schuurman and Ness Schelkens (eds.), Computational Linguistics in The Netherlands 1998, Amsterdam: Rodopi, pp. 19-36, 1999. [pdf]

Van den Bosch, Antal and Walter Daelemans, Memory-based morphological analysis. In: Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, ACL'99, University of Maryland, USA, June 20-26, 1999, pp. 285-292. [pdf]

Zavrel, Jakub and Walter Daelemans, Recent Advances in Memory-Based Part-of-Speech Tagging. In: VI Simposio Internacional de Comunicacion Social, Santiago de Cuba, 1999, pp. 590-597. [pdf]

Zavrel, Jakub en Walter Daelemans, Evaluatie van part-of-speech taggers voor het Corpus Gesproken Nederlands. Rapport CGN, wergroep corpusannotatie, juli 1999. [pdf]

1998

Daelemans, Walter, Gert Durieux, and Antal van den Bosch. Toward inductive lexicons: a case study. In: P. Velardi (ed.), Proceedings LREC Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications, Granada, Spain, pp. 29-35, 1998. [pdf]

Daelemans, Walter, Antal van den Bosch, Jakub Zavrel, Jorn Veenstra, Sabine Buchholz, and Bertjan Busser. Rapid development of NLP modules with memory-based learning. In Proceedings of ELSNET in Wonderland, pp. 105-113. Utrecht: ELSNET, 1998. Also in R. Basili and M.T. Pazienza (Eds.), ECML-98 TANLPS Workshop Notes, Technische Universitaet Chemnitz, 1998, pp. 1-17. [pdf]

Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal van den Bosch. TiMBL: Tilburg Memory Based Learner, version 1.0, Reference Guide. ILK Technical Report 98-03, 1998. [pdf]

Van den Bosch, Antal, and Walter Daelemans. Do not forget: Full memory in memory-based learning of word pronunciation. In D.M.W. Powers (Ed.), Proceedings of NeMLaP3/CoNLL98, Sydney, Australia, pp. 195-204, 1998. [pdf]

Van den Bosch, Antal, Ton Weijters, and Walter Daelemans. Modularity in inductively-learned word pronunciation systems. In In D.M.W. Powers (Ed.), Proceedings of NeMLaP3/CoNLL98, Sydney, Australia, pp. 185-194, 1998. [pdf]

Van Halteren, Hans, Jakub Zavrel, and Walter Daelemans. Improving data driven wordclass tagging by system combination. In Proceedings of COLING-ACL '98, August 1998, Montreal, Canada, pp. 491-497. [pdf]

Daelemans, Walter. Toward an exemplar-based computational model for cognitive grammar. In: Van Der Auwera et al. (eds), English as a Human Language. Munchen: LINCOM, 73-82, 1998. [pdf]

1997

Daelemans, Walter, Peter Berck, and Steven Gillis. Data mining as a method for linguistic analysis: Dutch diminutives. Folia Linguistica 31 (1997): 57-75. [pdf]

Daelemans, W., S. Gillis, and G. Durieux. Skousen's Analogical Modeling Algorithm: A comparison with Lazy Learning. In D. Jones and H. Somers (eds.) New Methods in Language Processing., London: University College Press, 3-15, 1997. [pdf]

Daelemans, Walter, Antal van den Bosch, and Ton Weijters. IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms. In D. Aha (ed.), Artificial Intelligence Review, special issue on Lazy Learning, 1997. [pdf]

Daelemans, W., A. van den Bosch, and J. Zavrel. A Feature-Relevance Heuristic for Indexing and Compressing Large Case Bases. In M. van Someren and G. Widmer (eds.) 9th European Conference on Machine Learning - Poster Papers. Prague: Laboratory of Intelligent Systems, 29-38, 1997. [pdf]

Daelemans, W., T. Weijters, and A. van den Bosch (eds.). Empirical Learning of Natural Language Processing Tasks. In M. van Someren and G. Widmer (eds.) Machine Learning: ECML-97, Lecture Notes in Artificial Intelligence 1224, Berlin: Springer, 337-344, 1997. [pdf]

Zavrel, Jakub and Walter Daelemans. Memory-Based Learning: Using Similarity for Smoothing. In Proceedings of 35th Annual Meeting of the ACL, Madrid, Spain, July 1997. [pdf]

Zavrel, Jakub, Walter Daelemans, and Jorn Veenstra. Resolving PP Attachment Ambiguities with Memory-Based Learning. In Proceedings of the workshop on Computational Natural Language Learning (CoNLL'97), edited by: Mark Ellison, Madrid, 11 July 1997. [pdf]

Van den Bosch, Antal, Ton Weijters, Jaap van den Herik, Walter Daelemans. When small disjuncts abound, try lazy learning: a case study. Proceedings seveth BENELEARN conference, p. 109-118, 1997. [pdf]

1996

Daelemans, Walter. Abstraction Considered Harmful: Lazy Learning of Language Processing. In Van den Herik, J. and T. Weijters (eds.) Benelearn-96. Proceedings of the 6th Belgian-Dutch Conference on Machine Learning. MATRIKS: Maastricht, The Netherlands, 3-12, 1996. [pdf]

Daelemans, Walter, Peter Berck, and Steven Gillis. Unsupervised discovery of phonological categories through supervised learning of morphological rules. In 16th International Conference on Computational Linguistics (COLING-96), 95-100. Copenhagen, 1996. [pdf]

Daelemans, Walter, and Antal van den Bosch. Language-Independent Data-Oriented Grapheme-to-Phoneme Conversion. In Van Santen, J., R. Sproat, J. Olive, and J. Hirschberg, Progress in Speech Synthesis. New York: Springer Verlag, 77-90, 1996. [pdf]

Daelemans, Walter, Jakub Zavrel, Peter Berck, and Steven Gillis. MBT: A memory-based part of speech tagger-generator. In Fourth Workshop on Very Large Corpora, edited by E. Ejerhed and I. Dagan, 14-27. Copenhagen, 1996. [pdf]

Van den Bosch, Antal, Walter Daelemans and Ton Weijters. Morphological Analysis as Classification: an Inductive-Learning Approach. In Oflazer, K. and H. Somers (eds.) NeMLaP-2. Proceedings of the Second International Conference on New Methods in Language Processing, Ankara, Turkey, 79-89, 1996. [pdf]

Daelemans, Walter, Jakub Zavrel, Peter Berck, Part-of-speech tagging of Dutch with MBT, a memory-based tagger-generator. Proceedings informatiewetenschap 1996, p. 33-40, 1996. [pdf]

1995

Daelemans, Walter. Memory-Based Lexical Acquisition and Processing. In P. Steffens (ed.) Machine Translation and the Lexicon, Springer Lecture Notes in Artificial Intelligence 898, 85-98, 1995. [pdf]

Daelemans, Walter, Peter Berck, and Steven Gillis. Linguistics as data mining: The case of Dutch diminutives. In CLIN V, edited by T. Andernach, M. Moll and A. Nijholt, 59-71. Twente: Parlevink, 1995. [pdf]

Gillis, Steven, Gert Durieux, and Walter Daelemans. A computational model of P&P: Dresher & Kaye (1990) revisited. In M. Verrips & F. Wijnen (eds.) Approaches to Parameter Setting. Amsterdam Series in Child Language Development 5 (1995): 135-173. [pdf]

Van den Bosch, Antal, Ton Weijters, Jaap van den Herik, and Walter Daelemans. The Profit of Learning Exceptions. In Proceedings of the 5th Belgian-Dutch Conference on Machine Learning, BENELEARN'95, p. 118-126, 1995. [pdf]

1994

Daelemans, Walter, and Koen De Smedt. Default Inheritance in an Object-Oriented Representation of Linguistic Categories. In International Journal Human-Computer Studies 41, 149-177, 1994. [pdf]

Daelemans, Walter, Steven Gillis, and Gert Durieux. Skousen's analogical modeling algorithm: A comparison with lazy learning. In Proceedings of the International Conference on New Methods in Language Processing (NeMLaP), edited by D. Jones, 1-7. Manchester, 1994. [pdf]

Daelemans, Walter, Steven Gillis, and Gert Durieux. The acquisition of stress: A data-oriented approach. Computational Linguistics 20 (1994): 421-451. [pdf]

Daelemans, Walter, and Antal van den Bosch. A Language-Independent, Data-Oriented Architecture for Grapheme-to-Phoneme Conversion. In Proceedings of the ESCA-IEEE conference on Speech Synthesis, New York, 199-203, 1994. [pdf]

Gillis, Steven, Walter Daelemans, and Gert Durieux. Are children Lazy Learners? A comparison of natural and machine learning of stress. In Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, edited by A. Ram and K. Eiselt, 369-374. Hillsdale: Erlbaum, 1994. [pdf]

Van den Bosch, Antal, Alain Content, Walter Daelemans, and Beatrice De Gelder. Measuring the complexity of Writing Systems. In Journal of Quantitative Linguistics, 1, 3, 178-188, 1994. [pdf] (preprint)

1993

Daelemans, Walter, Steven Gillis, Gert Durieux, and Antal Van den Bosch. Learnability and markedness in data-driven acquisition of stress. In Computational phonology, edited by M. Ellison and J. Scobbie, 157-178. Edinburgh: The University of Edinburgh, 1993. [pdf]

Daelemans, Walter, and Antal van den Bosch. Tabtalk: Reusability in Data-Oriented Grapheme-to-Phoneme Conversion. In Proceedings of Eurospeech, Berlin, 1459-1466, 1993. [pdf]

Steven Gillis, Walter Daelemans, Gert Durieux and Antal van den Bosch. Learnability and Markedness: Dutch Stress Assignment. In Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society, Boulder Colorado, USA, Hillsdale: Lawrence Erlbaum Associates, 452-457, 1993. [pdf]

Van den Bosch, Antal, and Walter Daelemans. Data-Oriented Methods for Grapheme-to-Phoneme Conversion. In Proceedings of the Sixth conference of the European chapter of the ACL, ACL, 45-53, 1993. [pdf]

1992

Daelemans, Walter, and Antal van den Bosch. Generalization Performance of Backpropagation Learning on a Syllabification Task. In M.F.J. Drossaers and A. Nijholt (eds.) Connectionism and Natural Language Processing. Proceedings Third Twente Workshop on Language Technology, 27-38, 1992. [pdf]

Daelemans, Walter and David Powers (eds.) Background and Experiments in Machine Learning of Natural Language. Tilburg: ITK, ITK Proceedings 92/1, 282 pages, ISBN: 90-74029-02-7, 1992.

Daelemans, Walter and Gerald Gazdar (guest eds.) Computational Linguistics Special Issue on Inheritance in Natural Language Processing. 18 (2) and 18 (3), 133-337, MIT Press, ISSN 0891-2017, 1992.

Daelemans, Walter, Koenraad De Smedt, and Gerald Gazdar. Inheritance in Natural Language Processing. Computational Linguistics 18 (2), 205-218, 1992. [pdf]

Daelemans, Walter and Antal van den Bosch. A Neural Network for Hyphenation. In: I. Aleksander and J. Taylor (eds.) Artificial Neural Networks II: Proceedings of the International Conference on Artificial Neural Networks., Elsevier Science Publishers, 1647-1650, 1992.

Daelemans, Walter. Biologische Metaforen in Natuurlijke Taal Verwerking. (Biological Metaphors in Natural Language Processing), In: T. Venckeleer en W. Verbeke (Red.) Cultuurwetenschappen in Beweging 1980-1990. Leuven: Vlaamse Vereniging Cultuurwetenschappen, (Distributie Kapellen: Uitgeverij Pelckmans), 117-137, 1992.

Powers, David and Walter Daelemans. SHOE: The Extraction of Hierarchical Structure for Machine Learning of Natural Language: Project Summary.' In: Daelemans, Walter and David Powers (eds.) Background and Experiments in Machine Learning of Natural Language, 125-160, 1992. [pdf]

Van den Bosch, Antal and Walter Daelemans. Linguistic Pattern Matching Capabilities of Connectionist Networks. In: Jan van Eijck and Wilfried Meyer Viol (Eds.) Computational Linguistics in the Netherlands. Papers from the Second CLIN-meeting 1991. Utrecht: OTS, 40-53, 1992.

Daelemans, Walter and Erik-Jan van der Linden. Evaluation of Lexical Representation Formalisms. In: Jan van Eijck and Wilfried Meyer Viol (Eds.) Computational Linguistics in the Netherlands. Papers from the Second CLIN-meeting 1991, Utrecht: OTS, 54-67, 1992. [pdf]

Daelemans, Walter. An Environment for Learning to Program AI Formalisms. In: Proceedings NATO Advanced Research Workshop on Cognitive Models and Intelligent Environments for Learning Programming, Genova, Instituto per la Matematica Applicata del C.N.R., 269-272, 1992.

Gillis, Steven, Gert Durieux, Walter Daelemans, and Antal van den Bosch. Exploring Artificial Learning Algorithms: Learning to Stress Dutch Simplex Words. Antwerp Papers in Linguistics (APIL) 71, 89 pages, 1992.

Daelemans, Walter and Antal van den Bosch. De voorleesmachine. Samsom Informatica Nieuwsbrief, 2 (9), 10-15, 1992.

1991

Daelemans, Walter. An Object-Oriented Linguistic Toolbox. In: Don Ross and Dan Brink (eds.) Making Connections. Handbook of the International Joint Conference of the Association for Computers and the Humanities and the Association for Literary and Linguistic Computing, Tempe: Arizona State University, 89-93, 1991.

1990

Daelemans, Walter and Gerald Gazdar (eds.). Inheritance in Natural Language Processing. Tilburg: ITK, ITK Proceedings 90/1, 120 pages, ISBN: 90-74029-03-5, 1990.

Daelemans, Walter. TDTDT en Spelraam. In: Borgers, O., F. Daems, P. Reynders (eds.) Computers en Onderwijs 1990, Antwerpen: CBL-UIA, 119-124, 1990.

Daelemans, Walter. Inheritance in Object-oriented Natural Language Processing. In: Daelemans, Walter and Gerald Gazdar (eds.) Inheritance in Natural Language Processing, Tilburg: ITK, ITK Proceedings 90/1, 30-38, 1990.

198*

Daelemans, Walter, Dik Bakker, and Henk Schotel. Automatische detectie en correctie van spelfouten. (Automatic Detection and Correction of Spelling Errors) Informatie 26 (12), 952-956, 1984.

Pijls, Fieny, Walter Daelemans and Gerard Kempen. Artificial Intelligence Tools for Grammar and Spelling Instruction. Instructional Science 16, 319-336, 1987. [pdf]

Daelemans, Walter. A Tool for the Automatic Creation, Extension and Updating of Lexical Knowledge Bases. Proceedings of the Third ACL European Chapter Conference, ACL, Copenhagen, 70-74, 1987. [pdf]

Anbeek, Gert and Walter Daelemans. Text processors with Linguistic Knowledge. In: J.J.H. Miller (ed.) PROTEXT IV, 79-85, Dublin: Boole Press Limited, 1987.

Van Marcke, Kris, Viviane Jonckers and Walter Daelemans. Representation Aspects of Knowledge-Based Office Systems. In: Commission EC (ed.) ESPRIT '87: Achievements and Impact. Part 2, 1226-1238, Amsterdam: North-Holland, 1987. [pdf]

Daelemans, Walter. Studies in Language Technology: An Object-Oriented Computer Model of Morpho-phonological Aspects of Dutch. Doctoral Dissertation, University of Leuven, 249 pages, 1987. [pdf]

Daelemans, Walter. A Model of Dutch Morphophonology and its Applications. AI Communications, Volume 1 Number 2, 18-25, 1988.

Daelemans, Walter. Toepassingen van een objectgericht computermodel van de Nederlandse Morfofonologie. (Applications of an object-oriented computer model of Dutch Morphophonology). Proceedings NAIC-88, Amsterdam, 81-92, 1988. (Best paper award).

Daelemans, Walter. GRAFON: A Grapheme-to-phoneme conversion system for Dutch. Proceedings Twelfth International Conference on Computational Linguistics (COLING-88), Budapest, 133-138, 1988. [pdf]

Daelemans, Walter. Learning heuristic diagnostic rules in an intelligent tutoring system. Proceedings Third International Symposium on Knowledge Engineering, Madrid, 183-190, 1988.

Daelemans, Walter. Automatische Morfologische Analyse. (Automatic Morphological Parsing) Informatie, 31 (4), 261-270, 1989.

Daelemans, Walter. Automatic Hyphenation: Linguistics versus Engineering. In: Frans J. Heyvaert and Frieda Steurs (eds.), Worlds behind Words, Leuven: Leuven University Press, 347-364, 1989.

Daelemans, Walter. TDTDT onderwijst spellen. (TDTDT teaches spelling). In: Fieny Pijls and Jacobijn Sandberg (eds.) De computer als expert en didacticus. (The computer as expert and pedagogue), Muiderberg: Coutinho, 16-27, 1989.

Daelemans, Walter. Object-oriented Hierarchical Lexicons. Informal proceedings IJCAI'89 Workshop on Object-oriented Programming in AI, Detroit, USA, 1989.


Last modified: Tue Aug 1 21:59:26 CEST 2023