| 2026 | ACL | MTEB-NL and E5-NL: Embedding Benchmark and Models for Dutch. | Nikolay Banar, Ehsan Lotfi, Jens Van Nooten, Cristina Arhiliuc, Marija Kliocaite, Walter Daelemans |
| 2026 | ACL | Do You Get the Hint? Benchmarking LLMs on the Board Game Concept. | Ine Gevers, Walter Daelemans |
| 2025 | COLING | BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language. | Ehsan Lotfi, Nikolay Banar, Walter Daelemans |
| 2025 | COLING | Bilingual BSARD: Extending Statutory Article Retrieval to Dutch. | Ehsan Lotfi, Nikolay Banar, Nerses Yuzbashyan, Walter Daelemans |
| 2025 | COLING | Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification. | Jens Van Nooten, Walter Daelemans |
| 2025 | EMNLP | In Benchmarks We Trust ... Or Not? | Ine Gevers, Victor De Marez, Jens Van Nooten, Jens Lemmens, Andriy Kosar, Ehsan Lotfi, Nikolay Banar, Pieter Fivez, Luna De Bruyne, Walter Daelemans |
| 2024 | ECAI | Model Priming with Triplet Loss for Few-Shot Emotion Classification in Text. | Jens Lemmens, Walter Daelemans |
| 2023 | RANLP | Advancing Topical Text Classification: A Novel Distance-Based Method with Contextual Embeddings. | Andriy Kosar, Guy De Pauw, Walter Daelemans |
| 2022 | COLING | Open-Domain Dialog Evaluation Using Follow-Ups Likelihood. | Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans |
| 2022 | COLING | Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model. | Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi, Walter Daelemans |
| 2022 | COLING | CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection. | Jens Lemmens, Jens Van Nooten, Tim Kreutz, Walter Daelemans |
| 2022 | LREC | Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations. | Chris Emmery, kos Kdr, Grzegorz Chrupala, Walter Daelemans |
| 2022 | NLDB | Detecting Vaccine Skepticism on Twitter Using Heterogeneous Information Networks. | Tim Kreutz, Walter Daelemans |
| 2022 | NLDB | An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. | Ilia Markov, Ine Gevers, Walter Daelemans |
| 2021 | EACL | Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations. | Pieter Fivez, Simon Suster, Walter Daelemans |
| 2021 | EMNLP | Mapping probability word problems to executable representations. | Simon Suster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans |
| 2021 | ICAART | Multi-modal Label Retrieval for the Visual Arts: The Case of Iconclass. | Nikolay Banar, Walter Daelemans, Mike Kestemont |
| 2020 | COLING | A Deep Generative Approach to Native Language Identification. | Ehsan Lotfi, Ilia Markov, Walter Daelemans |
| 2020 | ICAART | Transfer Learning for Digital Heritage Collections: Comparing Neural Machine Translation at the Subword-level and Character-level. | Nikolay Banar, Karine Lasaracina, Walter Daelemans, Mike Kestemont |
| 2020 | KDD | BART for Knowledge Grounded Conversations. | Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans |
| 2020 | LREC | The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe. | Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiljevs, Gerhard Backfried, Christoph Prinz, Jos Manul Gmez-Prez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lsch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Khler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriute, Nria Bel, Antnio Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabk, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindn, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eirkur Rgnvaldsson, Mike Rosner, Bolette S. Pedersen, Inguna Skadina, Marko Tadic, Dan Tufis, Tams Vradi, Kadri Vider, Andy Way, Franois Yvon |
| 2020 | LREC | Orthographic Codes and the Neighborhood Effect: Lessons from Information Theory. | Stphan Tulkens, Dominiek Sandra, Walter Daelemans |
| 2018 | COLING | Enhancing General Sentiment Lexicons for Domain-Specific Use. | Tim Kreutz, Walter Daelemans |
| 2018 | CoNLL | From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading. | Stphan Tulkens, Dominiek Sandra, Walter Daelemans |
| 2018 | ECCV | Deep Transfer Learning for Art Classification Problems. | Matthia Sabatelli, Mike Kestemont, Walter Daelemans, Pierre Geurts |
| 2018 | EMNLP | Rule induction for global explanation of trained models. | Madhumita Sushil, Simon Suster, Walter Daelemans |
| 2018 | LREC | WordKit: a Python Package for Orthographic and Phonological Featurization. | Stphan Tulkens, Dominiek Sandra, Walter Daelemans |
| 2018 | NAACL | CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension. | Simon Suster, Walter Daelemans |
| 2017 | AMIA | Clinical Machine Comprehension Using Case Reports. | Simon Suster, Walter Daelemans |
| 2017 | CogSci | Distributional learning and lexical category acquisition: What makes words easy to categorize? | Giovanni Cassani, Robert Grimm, Steven Gillis, Walter Daelemans |
| 2017 | CogSci | Evidence for a facilitatory effect of multi-word units on child word learning. | Robert Grimm, Giovanni Cassani, Steven Gillis, Walter Daelemans |
| 2017 | RANLP | Towards the Improvement of Automatic Emotion Pre-annotation with Polarity and Subjective Information. | Lea Canales, Walter Daelemans, Ester Boldrini, Patricio Martnez-Barco |
| 2016 | CogSci | Constraining the Search Space in Cross-Situational Word Learning: Different Models Make Different Predictions. | Giovanni Cassani, Robert Grimm, Steven Gillis, Walter Daelemans |
| 2016 | LREC | Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource. | Stphan Tulkens, Chris Emmery, Walter Daelemans |
| 2016 | LREC | TwiSty: A Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling. | Ben Verhoeven, Walter Daelemans, Barbara Plank |
| 2015 | RANLP | Detection and Fine-Grained Classification of Cyberbullying Events. | Cynthia Van Hee, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans, Vronique Hoste |
| 2014 | LREC | The Strategic Impact of META-NET on the Regional, National and International Level. | Georg Rehm, Hans Uszkoreit, Sophia Ananiadou, Nria Bel, Audron Bielevicien, Lars Borin, Antnio Branco, Gerhard Budin, Nicoletta Calzolari, Walter Daelemans, Radovan Garabk, Marko Grobelnik, Carmen Garca-Mateo, Josef van Genabith, Jan Hajic, Inma Hernez, John Judge, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindn, Bernardo Magnini, Joseph Mariani, John McNaught, Maite Melero, Monica Monachini, Asuncin Moreno, Jan Odijk, Maciej Ogrodniczuk, Piotr Pezik, Stelios Piperidis, Adam Przepirkowski, Eirkur Rgnvaldsson, Michael Rosner, Bolette S. Pedersen, Inguna Skadina, Koenraad De Smedt, Marko Tadic, Paul Thompson, Dan Tufis, Tams Vradi, Andrejs Vasiljevs, Kadri Vider, Jolanta Zabarskaite |
| 2014 | LREC | CLiPS Stylometry Investigation (CSI) corpus: A Dutch corpus for the detection of age, gender, personality, sentiment and deception in text. | Ben Verhoeven, Walter Daelemans |
| 2014 | NLDB | Using Wiktionary to Build an Italian Part-of-Speech Tagger. | Tom De Smedt, Fabio Marfia, Matteo Matteucci, Walter Daelemans |
| 2013 | CICLING | Explanation in Computational Stylometry. | Walter Daelemans |
| 2013 | Interspeech | Self-taught assistive vocal interfaces: an overview of the ALADIN project. | Jort F. Gemmeke, Bart Ons, Netsanet M. 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, Bart Vanrumste |
| 2012 | ACL | Towards a Self-Learning Assistive Vocal Interface: Vocabulary and Grammar Learning. | Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans |
| 2012 | COLING | Improving Topic Classification for Highly Inflective Languages. | Jurgita Kapociute-Dzikiene, Frederik Vaassen, Walter Daelemans, Algis Krupavicius |
| 2012 | EMNLP | A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories. | Mathias Verbeke, Vincent Van Asch, Roser Morante, Paolo Frasconi, Walter Daelemans, Luc De Raedt |
| 2012 | Interspeech | A Self-Learning Assistive Vocal Interface Based on Vocabulary Learning and Grammar Induction. | Jort F. Gemmeke, Janneke van de Loo, Guy De Pauw, Joris Driesen, Hugo Van hamme, Walter Daelemans |
| 2012 | LREC | The Netlog Corpus. A Resource for the Study of Flemish Dutch Internet Language. | Mike Kestemont, Claudia Peersman, Benny De Decker, Guy De Pauw, Kim Luyckx, Roser Morante, Frederik Vaassen, Janneke van de Loo, Walter Daelemans |
| 2012 | LREC | ConanDoyle-neg: Annotation of negation cues and their scope in Conan Doyle stories. | Roser Morante, Walter Daelemans |
| 2012 | LREC | "Vreselijk mooi!" (terribly beautiful): A Subjectivity Lexicon for Dutch Adjectives. | Tom De Smedt, Walter Daelemans |
| 2011 | CIKM | Predicting age and gender in online social networks. | Claudia Peersman, Walter Daelemans, Leona Van Vaerenbergh |
| 2011 | ICDM | BioGraph: Knowledge Discovery and Exploration in the Biomedical Domain. | Jeroen De Knijf, Anthony M. L. Liekens, Walter Daelemans, Peter De Rijk, Jurgen Del-Favero, Bart Goethals |
| 2011 | ILP | Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection. | Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt |
| 2010 | CICLING | A Chunk-Driven Bootstrapping Approach to Extracting Translation Patterns. | Lieve Macken, Walter Daelemans |
| 2010 | CoNLL | Memory-Based Resolution of In-Sentence Scopes of Hedge Cues. | Roser Morante, Vincent Van Asch, Walter Daelemans |
| 2010 | EACL | On the Limits of Sentence Compression by Deletion. | Erwin Marsi, Emiel Krahmer, Iris Hendrickx, Walter Daelemans |
| 2009 | CoNLL | A Metalearning Approach to Processing the Scope of Negation. | Roser Morante, Walter Daelemans |
| 2009 | EACL | A Robust and Extensible Exemplar-Based Model of Thematic Fit. | Bram Vandekerckhove, Dominiek Sandra, Walter Daelemans |
| 2009 | RANLP | Prepositional Phrase Attachment in Shallow Parsing. | Vincent Van Asch, Walter Daelemans |
| 2009 | RANLP | Prototype-based Active Learning for Lemmatization. | Walter Daelemans, Hendrik J. Groenewald, Gerhard B. Van Huyssteen |
| 2008 | CICLING | Semantic and Syntactic Features for Dutch Coreference Resolution. | Iris Hendrickx, Vronique Hoste, Walter Daelemans |
| 2008 | COLING | Authorship Attribution and Verification with Many Authors and Limited Data. | Kim Luyckx, Walter Daelemans |
| 2008 | CoNLL | A Combined Memory-Based Semantic Role Labeler of English. | Roser Morante, Walter Daelemans, Vincent Van Asch |
| 2008 | EMNLP | Learning the Scope of Negation in Biomedical Texts. | Roser Morante, Anthony M. L. Liekens, Walter Daelemans |
| 2008 | INLG | CNTS: Memory-Based Learning of Generating Repeated References. | Iris Hendrickx, Walter Daelemans, Kim Luyckx, Roser Morante, Vincent Van Asch |
| 2008 | LREC | A Coreference Corpus and Resolution System for Dutch. | Iris Hendrickx, Gosse Bouma, Frederik Coppens, Walter Daelemans, Vronique Hoste, Geert Kloosterman, Anne-Marie Mineur, Joeri Van Der Vloet, Jean-Luc Verschelde |
| 2008 | LREC | Personae: a Corpus for Author and Personality Prediction from Text. | Kim Luyckx, Walter Daelemans |
| 2006 | CoNLL | A Mission for Computational Natural Language Learning. | Walter Daelemans |
| 2006 | CoNLL | Investigating Lexical Substitution Scoring for Subtitle Generation. | Oren Glickman, Ido Dagan, Walter Daelemans, Mikaela Keller, Samy Bengio |
| 2006 | EACL | Constraint Satisfaction Inference: Non-probabilistic Global Inference for Sequence Labelling. | Sander Canisius, Antal van den Bosch, Walter Daelemans |
| 2006 | LREC | A mixed word / morphological approach for extending CELEX for high coverage on contemporary large corpora. | Joris Vaneyghen, Guy De Pauw, Dirk Van Compernolle, Walter Daelemans |
| 2005 | CoNLL | Improving Sequence Segmentation Learning by Predicting Trigrams. | Antal van den Bosch, Walter Daelemans |
| 2004 | CoNLL | Memory-based semantic role labeling: Optimizing features, algorithm, and output. | Antal van den Bosch, Sander Canisius, Walter Daelemans, Iris Hendrickx, Erik F. Tjong Kim Sang |
| 2004 | CoopIS | Automatic Initiation of an Ontology. | Marie-Laure Reinberger, Peter Spyns, A. Johannes Pretorius, Walter Daelemans |
| 2004 | LREC | Automatic Sentence Simplification for Subtitling in Dutch and English. | Walter Daelemans, Anja Hthker, Erik F. Tjong Kim Sang |
| 2004 | LREC | Evaluation and Adaptation of the Celex Dutch Morphological Database. | Tom Laureys, Guy De Pauw, Hugo Van hamme, Walter Daelemans, Dirk Van Compernolle |
| 2004 | LREC | Multimodal, Multilingual Resources in the Subtitling Process. | Stelios Piperidis, Iason Demiros, Prokopis Prokopidis, Peter Vanroose, Anja Hthker, Walter Daelemans, Elsa Sklavounou, Manos Konstantinou, Yannis Karavidas |
| 2004 | LREC | Unsupervised Text Mining for Ontology Extraction: An Evaluation of Statistical Measures. | Marie-Laure Reinberger, Walter Daelemans |
| 2003 | ACL | Learning to Predict Pitch Accents and Prosodic Boundaries in Dutch. | Erwin Marsi, Martin Reynaert, Antal van den Bosch, Walter Daelemans, Vronique Hoste |
| 2003 | CICLING | Is Shallow Parsing Useful for Unsupervised Learning of Semantic Clusters? | Marie-Laure Reinberger, Walter Daelemans |
| 2003 | CoNLL | Memory-Based Named Entity Recognition using Unannotated Data. | Fien De Meulder, Walter Daelemans |
| 2003 | CoopIS | Mining for Lexons: Applying Unsupervised Learning Methods to Create Ontology Bases. | Marie-Laure Reinberger, Peter Spyns, Walter Daelemans, Robert Meersman |
| 2002 | ICASSP | Transcription of out-of-vocabulary words in large vocabulary speech recognition based on phoneme-to-grapheme conversion. | Bart Decadt, Jacques Duchateau, Walter Daelemans, Patrick Wambacq |
| 2002 | Interspeech | Combining information sources for memory-based pitch accent placement. | Erwin Marsi, Bertjan Busser, Walter Daelemans, Vronique Hoste, Martin Reynaert, Antal van den Bosch |
| 2002 | Interspeech | Dutch HLT resources: from BLARK to priority lists. | Helmer Strik, Walter Daelemans, Diana Binnenpoorte, Janienke Sturm, Folkert de Vriend, Catia Cucchiarini |
| 2002 | LREC | A Field Survey for Establishing Priorities in the Development of HLT Resources for Dutch. | Diana Binnenpoorte, Folkert de Vriend, Janienke Sturm, Walter Daelemans, Helmer Strik, Catia Cucchiarini |
| 2002 | LREC | Evaluation of Machine Learning Methods for Natural Language Processing Tasks. | Walter Daelemans, Vronique Hoste |
| 2000 | COLING | A Rule Induction Approach to Modeling Regional Pronunciation Variation. | Vronique Hoste, Steven Gillis, Walter Daelemans |
| 2000 | COLING | Applying System Combination to Base Noun Phrase Identification. | Erik F. Tjong Kim Sang, Walter Daelemans, Herv Djean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok, Dan Roth |
| 2000 | CoNLL | Genetic Algorithms for Feature Relevance Assignment in Memory-Based Language Processing. | Anne Kool, Walter Daelemans, Jakub Zavrel |
| 2000 | CoNLL | The Role of Algorithm Bias vs Information Source in Learning Algorithms for Morphosyntactic Disambiguation. | Guy De Pauw, Walter Daelemans |
| 2000 | ICML | Meta-Learning for Phonemic Annotation of Corpora. | Vronique Hoste, Walter Daelemans, Erik F. Tjong Kim Sang, Steven Gillis |
| 2000 | LREC | Part of Speech Tagging and Lemmatisation for the Spoken Dutch Corpus. | Frank Van Eynde, Jakub Zavrel, Walter Daelemans |
| 2000 | LREC | Bootstrapping a Tagged Corpus through Combination of Existing Heterogeneous Taggers. | Jakub Zavrel, Walter Daelemans |
| 1999 | ACL | Memory-Based Morphological Analysis. | Antal van den Bosch, Walter Daelemans |
| 1999 | CoNLL | Memory-Based Shallow Parsing. | Walter Daelemans, Sabine Buchholz, Jorn Veenstra |
| 1999 | EMNLP | Cascaded Grammatical Relation Assignment. | Sabine Buchholz, Jorn Veenstra, Walter Daelemans |
| 1999 | Interspeech | Machine learning of word pronunciation: the case against abstraction. | Bertjan Busser, Walter Daelemans, Antal van den Bosch |
| 1998 | ACL | Improving Data Driven Wordclass Tagging by System Combination. | Hans van Halteren, Jakub Zavrel, Walter Daelemans |
| 1998 | CoNLL | Do Not Forget: Full Memory in Memory-Based Learning of Word Pronunciation. | Antal van den Bosch, Walter Daelemans |
| 1998 | CoNLL | Modularity in Inductively-Learned Word Pronunciation Systems. | Antal van den Bosch, Ton Weijters, Walter Daelemans |
| 1998 | CoNLL | Abstraction is Harmful in Language Learning. | Walter Daelemans |
| 1997 | ACL | Memory-Based Learning: Using Similarity for Smoothing. | Jakub Zavrel, Walter Daelemans |
| 1997 | CoNLL | Resolving PP attachment Ambiguities with Memory-Based Learning. | Jakub Zavrel, Walter Daelemans, Jorn Veenstra |
| 1996 | COLING | Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules. | Walter Daelemans, Peter Berck, Steven Gillis |
| 1993 | EACL | Data-Oriented Methods for Grapheme-to-Phoneme Conversion. | Antal van den Bosch, Walter Daelemans |
| 1993 | EAMT | Memory-Based Lexical Acquisition and Processing. | Walter Daelemans |
| 1993 | Interspeech | Tabtalk: reusability in data-oriented grapheme-to-phoneme conversion. | Walter Daelemans, Antal van den Bosch |
| 1988 | COLING | GRAFON: a grapheme-to-phoneme conversion system for Duth. | Walter Daelemans |
| 1987 | EACL | A Tool For The Automatic Creation, Extension And Updating Of Lexical Knowledge Bases. | Walter Daelemans |