← Authors

Walter Daelemans

63 papers · 2000–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (25) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🌱 Topic Pioneer 🀝 Dynamic Duo (15) πŸ’Ž Century Club (63) πŸ—ƒοΈ Keyword Collector (198) ❓ The Questioner (4) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) ⚑ Prolific Year (6)

Conferences

COLING (16) EMNLP (15) CONLL (13) ACL (6) NAACL (6) EACL (5) JMLR (2)

Top co-authors

Ehsan Lotfi (15) Jeska Buhmann (10) Maxime De Bruyn (10) Simon Suster (9) Ilia Markov (7) Roser Morante (6) Jens Lemmens (5) Pieter Fivez (5) Vincent Van Asch (4) Jens Van Nooten (4)

Research topics

Machine Learning (1) Natural Language Processing (1)

Keywords

text classification (9) large language model (6) language model (6) transfer learning (6) benchmark evaluation (5) representation learning (4) sentiment analysis (4) natural language processing (3) common sense reasoning (3) domain adaptation (3) hate speech detection (3) question answering (3) multilingual retrieval (3) multi-task learning (2) ensemble method (2) ensemble learning (2) zero-shot learning (2) semantic similarity (2) natural language inference (2) intent classification (2)

Papers

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