Walter Daelemans

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 103

Top Venues

Publications

Ine Gevers, August De Mulder, Walter Daelemans
Towards a large scale analysis of claims: developing a machine learning method for detecting and classifying politicians' claims of representation. J. Comput. Soc. Sci. 7 (1) (2024)
Ehsan Lotfi, Maxime De Bruyn, Jeska Buhmann, Walter Daelemans
PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits. CoRR (2024)
Ine Gevers, Walter Daelemans
Bag of Lies: Robustness in Continuous Pre-training BERT. CoRR (2024)
Jens Lemmens, Walter Daelemans
Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets. WASSA@ACL (2023)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Transfer Learning for the Visual Arts: The Multi-modal Retrieval of Iconclass Codes. ACM Journal on Computing and Cultural Heritage 16 (2) (2023)
Lisa Hilte, Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans
Who are the haters? A corpus-based demographic analysis of authors of hate speech. Frontiers Artif. Intell. 6 (2023)
Jens Van Nooten, Walter Daelemans
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5. WASSA@ACL (2023)
Andriy Kosar, Guy De Pauw, Walter Daelemans
Advancing Topical Text Classification: A Novel Distance-Based Method with Contextual Embeddings. RANLP (2023)
Lea Canales, Walter Daelemans, Ester Boldrini, Patricio Martínez-Barco
EmoLabel: Semi-Automatic Methodology for Emotion Annotation of Social Media Text. IEEE Trans. Affect. Comput. 13 (2) (2022)
Tim Kreutz, Walter Daelemans
Detecting Vaccine Skepticism on Twitter Using Heterogeneous Information Networks. NLDB (2022)
Ilia Markov, Ine Gevers, Walter Daelemans
An Ensemble Approach for Dutch Cross-Domain Hate Speech Detection. NLDB (2022)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
Open-Domain Dialog Evaluation using Follow-Ups Likelihood. CoRR (2022)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
Open-Domain Dialog Evaluation Using Follow-Ups Likelihood. COLING (2022)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions. BlackboxNLP@EMNLP (2022)
Lisa Hilte, Reinhild Vandekerckhove, Walter Daelemans
Linguistic Accommodation in Teenagers' Social Media Writing: Convergence Patterns in Mixed-gender Conversations. J. Quant. Linguistics 29 (2) (2022)
Chris Emmery, Ákos Kádár, Grzegorz Chrupala, Walter Daelemans
Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations. LREC (2022)
Chris Emmery, Ákos Kádár, Grzegorz Chrupala, Walter Daelemans
Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations. CoRR (2022)
Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi, Walter Daelemans
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model. COLING (2022)
Jens Lemmens, Jens Van Nooten, Tim Kreutz, Walter Daelemans
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection. COLING (2022)
Jens Lemmens, Jens Van Nooten, Tim Kreutz, Walter Daelemans
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection. CoRR (2022)
Madhumita Sushil, Simon Suster, Walter Daelemans
Contextual explanation rules for neural clinical classifiers. BioNLP@NAACL-HLT (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations. EACL (2021)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
MFAQ: a Multilingual FAQ Dataset. CoRR (2021)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Multi-modal Label Retrieval for the Visual Arts: The Case of Iconclass. ICAART (1) (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. Lang. Resour. Evaluation 55 (3) (2021)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
ConveRT for FAQ Answering. CoRR (2021)
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. CoRR (2021)
Madhumita Sushil, Simon Suster, Walter Daelemans
Are we there yet? Exploring clinical domain knowledge of BERT models. BioNLP@NAACL-HLT (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Scalable Few-Shot Learning of Robust Biomedical Name Representations. BioNLP@NAACL-HLT (2021)
Simon Suster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans
Mapping probability word problems to executable representations. EMNLP (1) (2021)
Ilia Markov, Nikola Ljubesic, Darja Fiser, Walter Daelemans
Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection. WASSA@EACL (2021)
Pieter Fivez, Simon Suster, Walter Daelemans
Integrating Higher-Level Semantics into Robust Biomedical Name Representations. LOUHI@EACL (2021)
Nikolay Banar, Matthia Sabatelli, Pierre Geurts, Walter Daelemans, Mike Kestemont
Transfer Learning with Style Transfer between the Photorealistic and Artistic Domain. Computer Vision and Image Analysis of Art (2021)
Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove
Interlocutors' Age Impacts Teenagers' Online Writing Style: Accommodation in Intra- and Intergenerational Online Conversations. Frontiers Artif. Intell. 4 (2021)
Matthia Sabatelli, Nikolay Banar, 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. Digit. Humanit. Q. 15 (1) (2021)
Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiljevs, Gerhard Backfried, Christoph Prinz, José Manuél Gómez-Pérez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriute, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavrilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindén, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eiríkur Rögnvaldsson, Mike Rosner, Bolette Sandford Pedersen, Inguna Skadina, Marko Tadic, Dan Tufis, Tamás Váradi, 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. CoRR (2020)
Ehsan Lotfi, Ilia Markov, Walter Daelemans
A Deep Generative Approach to Native Language Identification. COLING (2020)
Madhumita Sushil, Simon Suster, Walter Daelemans
Distilling neural networks into skipgram-level decision lists. CoRR (2020)
Tim Kreutz, Walter Daelemans
Streaming Language-Specific Twitter Data with Optimal Keywords. WAC@LREC (2020)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Character-Level Transformer-Based Neural Machine Translation. NLPIR (2020)
Jens Lemmens, Ben Burtenshaw, Ehsan Lotfi, Ilia Markov, Walter Daelemans
Sarcasm Detection Using an Ensemble Approach. Fig-Lang@ACL (2020)
Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiljevs, Gerhard Backfried, Christoph Prinz, José Manuél Gómez-Pérez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriute, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindén, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eiríkur Rögnvaldsson, Mike Rosner, Bolette S. Pedersen, Inguna Skadina, Marko Tadic, Dan Tufis, Tamás Váradi, 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. LREC (2020)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Character-level Transformer-based Neural Machine Translation. CoRR (2020)
Stéphan Tulkens, Dominiek Sandra, Walter Daelemans
Orthographic Codes and the Neighborhood Effect: Lessons from Information Theory. LREC (2020)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
BART for Knowledge Grounded Conversations. Converse@KDD (2020)
Nikolay Banar, Karine Lasaracina, Walter Daelemans, Mike Kestemont
Transfer Learning for Digital Heritage Collections: Comparing Neural Machine Translation at the Subword-level and Character-level. ICAART (1) (2020)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Unsupervised concept extraction from clinical text through semantic composition. J. Biomed. Informatics 91 (2019)
Janneke van de Loo, Jort F. 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. CoRR (2019)
Mike Kestemont, Efstathios Stamatatos, Enrique Manjavacas, Walter Daelemans, Martin Potthast, Benno Stein
Overview of the Cross-domain Authorship Attribution Task at PAN 2019. CLEF (Working Notes) (2019)
Janneke van de Loo, Guy De Pauw, Walter Daelemans
A weakly supervised sequence tagging and grammar induction approach to semantic frame slot filling. CoRR (2019)
Simon Suster, Madhumita Sushil, Walter Daelemans
Why can't memory networks read effectively? CoRR (2019)
Ben Verhoeven, Walter Daelemans
Discourse lexicon induction for multiple languages and its use for gender profiling. Digit. Scholarsh. Humanit. 34 (1) (2019)
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. CoRR (2019)
Walter Daelemans, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco M. Rangel Pardo, Paolo Rosso, Günther 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. CLEF (2019)
Hessel Haagsma, Tim Kreutz, Masha Medvedeva, Walter Daelemans, Malvina Nissim
Overview of the CLIN29 Shared Task on Cross-Genre Gender Prediction in Dutch. GxG@CLIN (2019)
Mike Kestemont, Michael Tschuggnall, Efstathios Stamatatos, Walter Daelemans, Günther Specht, Benno Stein, Martin Potthast
Overview of the Author Identification Task at PAN-2018: Cross-domain Authorship Attribution and Style Change Detection. CLEF (Working Notes) (2018)
Stéphan Tulkens, Dominiek Sandra, Walter Daelemans
WordKit: a Python Package for Orthographic and Phonological Featurization. LREC (2018)
Simon Suster, Walter Daelemans
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension. CoRR (2018)
Tim Kreutz, Walter Daelemans
Exploring Classifier Combinations for Language Variety Identification. VarDial@COLING 2018 (2018)
Stéphan Tulkens, Dominiek Sandra, Walter Daelemans
From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading. CoNLL (2018)
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. CoRR (2018)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Patient representation learning and interpretable evaluation using clinical notes. J. Biomed. Informatics 84 (2018)
Tim Kreutz, Walter Daelemans
Enhancing General Sentiment Lexicons for Domain-Specific Use. COLING (2018)
Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove
Predicting Adolescents' Educational Track from Chat Messages on Dutch Social Media. WASSA@EMNLP (2018)
Madhumita Sushil, Simon Suster, Walter Daelemans
Rule induction for global explanation of trained models. CoRR (2018)
Simon Suster, Madhumita Sushil, Walter Daelemans
Revisiting neural relation classification in clinical notes with external information. Louhi@EMNLP (2018)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Patient representation learning and interpretable evaluation using clinical notes. CoRR (2018)
Madhumita Sushil, Simon Suster, Walter Daelemans
Rule induction for global explanation of trained models. BlackboxNLP@EMNLP (2018)
Tom De Smedt, Sylvia Jaki, Eduan Kotzé, Leïla Saoud, Maja Gwózdz, Guy De Pauw, Walter Daelemans
Multilingual Cross-domain Perspectives on Online Hate Speech. CoRR (2018)
Simon Suster, Walter Daelemans
CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension. NAACL-HLT (2018)
Matthia Sabatelli, Mike Kestemont, Walter Daelemans, Pierre Geurts
Deep Transfer Learning for Art Classification Problems. ECCV Workshops (2) (2018)
Giovanni Cassani, Robert Grimm, Steven Gillis, Walter Daelemans
Distributional learning and lexical category acquisition: What makes words easy to categorize? CogSci (2017)
Chris Emmery, Grzegorz Chrupala, Walter Daelemans
Simple Queries as Distant Labels for Predicting Gender on Twitter. NUT@EMNLP (2017)
Pieter Fivez, Simon Suster, Walter Daelemans
Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings. CoRR (2017)
Simon Suster, Stéphan Tulkens, Walter Daelemans
A Short Review of Ethical Challenges in Clinical Natural Language Processing. CoRR (2017)
Lea Canales, Walter Daelemans, Ester Boldrini, Patricio Martínez-Barco
Towards the Improvement of Automatic Emotion Pre-annotation with Polarity and Subjective Information. RANLP (2017)
Elyne Scheurwegs, Kim Luyckx, Léon Luyten, Bart Goethals, Walter Daelemans
Assigning clinical codes with data-driven concept representation on Dutch clinical free text. J. Biomed. Informatics 69 (2017)
Walter Daelemans
Literary detective work on the computer. Michael P. Oakes. Digit. Scholarsh. Humanit. 32 (1) (2017)
Enrique Manjavacas, Jeroen De Gussem, Walter Daelemans, Mike Kestemont
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution. CoRR (2017)
Simon Suster, Walter Daelemans
Clinical Machine Comprehension Using Case Reports. AMIA (2017)
Robert Grimm, Giovanni Cassani, Steven Gillis, Walter Daelemans
Evidence for a facilitatory effect of multi-word units on child word learning. CogSci (2017)
Simon Suster, Stéphan Tulkens, Walter Daelemans
A Short Review of Ethical Challenges in Clinical Natural Language Processing. EthNLP@EACL (2017)
Pieter Fivez, Simon Suster, Walter Daelemans
Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings. BioNLP (2017)
Mike Kestemont, Guy De Pauw, Renske van Nie, Walter Daelemans
Lemmatization for variation-rich languages using deep learning. Digit. Scholarsh. Humanit. 32 (4) (2017)
Elyne Scheurwegs, Boris Cule, Kim Luyckx, Léon Luyten, Walter Daelemans
Selecting relevant features from the electronic health record for clinical code prediction. J. Biomed. Informatics 74 (2017)
Michael Tschuggnall, Efstathios Stamatatos, Ben Verhoeven, Walter Daelemans, Günther Specht, Benno Stein, Martin Potthast
Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering. CLEF (Working Notes) (2017)
Madhumita Sushil, Simon Suster, Kim Luyckx, Walter Daelemans
Unsupervised patient representations from clinical notes with interpretable classification decisions. CoRR (2017)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. BioNLP@ACL (2016)
Efstathios Stamatatos, Michael Tschuggnall, Ben Verhoeven, Walter Daelemans, Günther Specht, Benno Stein, Martin Potthast
Clustering by Authorship Within and Across Documents. CLEF (Working Notes) (2016)
Claudia Peersman, Walter Daelemans, Reinhild Vandekerckhove, Bram Vandekerckhove, Leona Van Vaerenbergh
The Effects of Age, Gender and Region on Non-standard Linguistic Variation in Online Social Networks. CoRR (2016)
Mike Kestemont, Justin Anthony Stover, Moshe Koppel, Folgert Karsdorp, Walter Daelemans
Authorship Verification with the Ruzicka Metric. DH (2016)
Stéphan Tulkens, Simon Suster, Walter Daelemans
Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts. CoRR (2016)
Vincent Van Asch, Walter Daelemans
Predicting the Effectiveness of Self-Training: Application to Sentiment Classification. CoRR (2016)
Mike Kestemont, Justin Anthony Stover, Moshe Koppel, Folgert Karsdorp, Walter Daelemans
Authenticating the writings of Julius Caesar. Expert Syst. Appl. 63 (2016)
Stéphan Tulkens, Chris Emmery, Walter Daelemans
Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource. LREC (2016)
Giovanni Cassani, Robert Grimm, Steven Gillis, Walter Daelemans
Constraining the Search Space in Cross-Situational Word Learning: Different Models Make Different Predictions. CogSci (2016)
Sarah Schulz, Guy De Pauw, Orphée De Clercq, Bart Desmet, Véronique Hoste, Walter Daelemans, Lieve Macken
Multimodular Text Normalization of Dutch User-Generated Content. ACM Trans. Intell. Syst. Technol. 7 (4) (2016)
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. J. Am. Medical Informatics Assoc. 23 (e1) (2016)
Francisco Manuel Rangel Pardo, Paolo Rosso, Ben Verhoeven, Walter Daelemans, Martin Potthast, Benno Stein
Overview of the 4th Author Profiling Task at PAN 2016: Cross-Genre Evaluations. CLEF (Working Notes) (2016)
Stéphan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, Walter Daelemans
A Dictionary-based Approach to Racism Detection in Dutch Social Media. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Walter Daelemans