Walter Daelemans

Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025 Bilingual BSARD: Extending Statutory Article Retrieval to Dutch COLING 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025 WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization CONLL 2025 BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025 Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023 PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023 Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023 Follow the Knowledge: Structural Biases and Artefacts in Knowledge Grounded Dialog Datasets ACL 2023 CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection COLING 2022 Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022 20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022 What Was Your Name Again? Interrogating Generative Conversational Models For Factual Consistency Evaluation EMNLP 2022 Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022 Open-Domain Dialog Evaluation Using Follow-Ups Likelihood COLING 2022 Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022 The Role of Context in Detecting the Target of Hate Speech COLING 2022 Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models EMNLP 2021 Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate NAACL 2021 Improving Hate Speech Type and Target Detection with Hateful Metaphor Features NAACL 2021 Contextual explanation rules for neural clinical classifiers NAACL 2021 Are we there yet? Exploring clinical domain knowledge of BERT models NAACL 2021 Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021 Mapping probability word problems to executable representations EMNLP 2021 Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021 Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021 Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection EACL 2021 MFAQ: a Multilingual FAQ Dataset EMNLP 2021 A Deep Generative Approach to Native Language Identification COLING 2020 Sarcasm Detection Using an Ensemble Approach ACL 2020 The LiLaH Emotion Lexicon of Croatian, Dutch and Slovene COLING 2020 Neural Machine Translation of Artwork Titles Using Iconclass Codes COLING 2020 Exploring Classifier Combinations for Language Variety Identification COLING 2018 Enhancing General Sentiment Lexicons for Domain-Specific Use COLING 2018 From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading CONLL 2018 Rule induction for global explanation of trained models EMNLP 2018 Revisiting neural relation classification in clinical notes with external information EMNLP 2018 Predicting Adolescents’ Educational Track from Chat Messages on Dutch Social Media EMNLP 2018 CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension NAACL 2018 Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) EMNLP 2014 A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories CONLL 2012 Improving Topic Classification for Highly Inflective Languages COLING 2012 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics EACL 2012 Pattern for Python JMLR 2012 A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories EMNLP 2012 Memory-Based Resolution of In-Sentence Scopes of Hedge Cues CONLL 2010 A Robust and Extensible Exemplar-Based Model of Thematic Fit EACL 2009 A Metalearning Approach to Processing the Scope of Negation CONLL 2009 Authorship Attribution and Verification with Many Authors and Limited Data COLING 2008 Learning the Scope of Negation in Biomedical Texts EMNLP 2008 A Combined Memory-Based Semantic Role Labeler of English CONLL 2008 Investigating Lexical Substitution Scoring for Subtitle Generation CONLL 2006 A Mission for Computational Natural Language Learning CONLL 2006 Improving Sequence Segmentation Learning by Predicting Trigrams CONLL 2005 Memory-based semantic role labeling: Optimizing features, algorithm, and output CONLL 2004 Learning to Predict Pitch Accents and Prosodic Boundaries in Dutch ACL 2003 Memory-Based Named Entity Recognition using Unannotated Data CONLL 2003 Introduction to Special Issue on Machine Learning Approaches to Shallow Parsing JMLR 2002 The Role of Algorithm Bias vs Information Source in Learning Algorithms for Morphosyntactic Disambiguation CONLL 2000 Genetic Algorithms for Feature Relevance Assignment in Memory-Based Language Processing CONLL 2000 Applying System Combination to Base Noun Phrase Identification COLING 2000 A Rule Induction Approach to Modeling Regional Pronunciation Variation COLING 2000