Thomas Demeester

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 124

Top Venues

Publications

Semere Kiros Bitew, Amir Hadifar, Lucas Sterckx, Johannes Deleu, Chris Develder, Thomas Demeester
Learning to Reuse Distractors to Support Multiple-Choice Question Generation in Education. IEEE Trans. Learn. Technol. 17 (2024)
Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester
Revisiting clustering for efficient unsupervised dialogue structure induction. Appl. Intell. 54 (7) (2024)
Henri Arno, Klaas Mulier, Joke Baeck, Thomas Demeester
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset. CoRR (2024)
Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts
In-Context Learning for Extreme Multi-Label Classification. CoRR (2024)
Sofie Labat, Thomas Demeester, Véronique Hoste
EmoTwiCS: a corpus for modelling emotion trajectories in Dutch customer service dialogues on Twitter. Lang. Resour. Evaluation 58 (2) (2024)
Yiwei Jiang, Maarten De Raedt, Johannes Deleu, Thomas Demeester, Chris Develder
Few-shot out-of-scope intent classification: analyzing the robustness of prompt-based learning. Appl. Intell. 54 (2) (2024)
Eva Verhelst, Ruben Janssens, Thomas Demeester, Tony Belpaeme
Adaptive Second Language Tutoring Using Generative AI and a Social Robot. HRI (Companion) (2024)
Paloma Rabaey, Johannes Deleu, Stefan Heytens, Thomas Demeester
Clinical Reasoning over Tabular Data and Text with Bayesian Networks. AIME (1) (2024)
Paloma Rabaey, Johannes Deleu, Stefan Heytens, Thomas Demeester
Clinical Reasoning over Tabular Data and Text with Bayesian Networks. CoRR (2024)
Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester
Career Path Prediction using Resume Representation Learning and Skill-based Matching. CoRR (2023)
François Remy, Kris Demuynck, Thomas Demeester
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights. CoRR (2023)
Maarten De Raedt, Semere Kiros Bitew, Fréderic Godin, Thomas Demeester, Chris Develder
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study. CoRR (2023)
Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester
Career Path Prediction using Resume Representation Learning and Skill-based Matching. HR@RecSys (2023)
Yiwei Jiang, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
CookDial: a dataset for task-oriented dialogs grounded in procedural documents. Appl. Intell. 53 (4) (2023)
Sofie Labat, Thomas Demeester, Véronique Hoste
EmoTwiCS: A Corpus for Modelling Emotion Trajectories in Dutch Customer Service Dialogues on Twitter. CoRR (2023)
Amir Hadifar, Semere Kiros Bitew, Johannes Deleu, Véronique Hoste, Chris Develder, Thomas Demeester
Diverse Content Selection for Educational Question Generation. EACL (Student Research Workshop) (2023)
Karel D'Oosterlinck, Thomas Demeester, Chris Develder, Christopher Potts
Flexible Model Interpretability through Natural Language Model Editing. CoRR (2023)
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. CoRR (2023)
François Remy, Alfiya Khabibullina, Thomas Demeester
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning. MWE@EACL (2023)
Felix Koulischer, Cédric Goemaere, Tom Van Der Meersch, Johannes Deleu, Thomas Demeester
Exploring the Temperature-Dependent Phase Transition in Modern Hopfield Networks. CoRR (2023)
François Remy, Kris Demuynck, Thomas Demeester
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. BioNLP@ACL (2023)
Amir Hadifar, Semere Kiros Bitew, Johannes Deleu, Chris Develder, Thomas Demeester
EduQG: A Multi-Format Multiple-Choice Dataset for the Educational Domain. IEEE Access 11 (2023)
François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation. CoRR (2023)
Karel D'Oosterlinck, Semere Kiros Bitew, Brandon Papineau, Christopher Potts, Thomas Demeester, Chris Develder
CAW-coref: Conjunction-Aware Word-level Coreference Resolution. CoRR (2023)
Klim Zaporojets, Lucie-Aimée Kaffee, Johannes Deleu, Thomas Demeester, Chris Develder, Isabelle Augenstein
TempEL: Linking Dynamically Evolving and Newly Emerging Entities. CoRR (2023)
Maarten De Raedt, Fréderic Godin, Thomas Demeester, Chris Develder
IDAS: Intent Discovery with Abstractive Summarization. CoRR (2023)
Tom Van Der Meersch, Johannes Deleu, Thomas Demeester
Training a Hopfield Variational Autoencoder with Equilibrium Propagation. CoRR (2023)
Quanqi Du, Sofie Labat, Thomas Demeester, Véronique Hoste
Unimodalities Count as Perspectives in Multimodal Emotion Annotation. NLPerspectives@ECAI (2023)
Jens-Joris Decorte, Severine Verlinden, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester
Extreme Multi-Label Skill Extraction Training using Large Language Models. CoRR (2023)
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. EMNLP (Findings) (2023)
Semere Kiros Bitew, Johannes Deleu, A. Seza Dogruöz, Chris Develder, Thomas Demeester
Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning. CoRR (2023)
Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
Synthetic Data: Can We Trust Statistical Estimators? CoRR (2023)
Cédric Goemaere, Johannes Deleu, Thomas Demeester
Accelerating Hierarchical Associative Memory: A Deep Equilibrium Approach. CoRR (2023)
Semere Kiros Bitew, Johannes Deleu, A. Seza Dogruöz, Chris Develder, Thomas Demeester
Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning. BEA@ACL (2023)
François Remy, Alfiya Khabibullina, Thomas Demeester
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning. CoRR (2023)
François Remy, Thomas Demeester
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. CoRR (2023)
Semere Kiros Bitew, Johannes Deleu, Chris Develder, Thomas Demeester
Distractor generation for multiple-choice questions with predictive prompting and large language models. CoRR (2023)
Klim Zaporojets, Lucie-Aimée Kaffee, Johannes Deleu, Thomas Demeester, Chris Develder, Isabelle Augenstein
TempEL: Linking Dynamically Evolving and Newly Emerging Entities. NeurIPS (2022)
Sofie Labat, Naomi Ackaert, Thomas Demeester, Véronique Hoste
Variation in the Expression and Annotation of Emotions: A Wizard of Oz Pilot Study. NLPerspectives@LREC (2022)
Henri Arno, Klaas Mulier, Joke Baeck, Thomas Demeester
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines. CoRR (2022)
Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction. HR@RecSys (2022)
Orlando Grabiel Toledano-López, Julio Madera, Hector González, Alfredo Simón-Cuevas, Thomas Demeester, Erik Mannens
Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis. IberLEF@SEPLN (2022)
Amir Hadifar, Semere Kiros Bitew, Johannes Deleu, Chris Develder, Thomas Demeester
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain. CoRR (2022)
François Remy, Kris Demuynck, Thomas Demeester
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions. EMNLP (Findings) (2022)
Sofie Labat, Amir Hadifar, Thomas Demeester, Véronique Hoste
An Emotional Journey: Detecting Emotion Trajectories in Dutch Customer Service Dialogues. W-NUT@COLING (2022)
Yoan Antonio López Rodríguez, Hector Raúl González Diez, Orlando Grabiel Toledano-López, Yusniel Hidalgo-Delgado, Erik Mannens, Thomas Demeester
DLIME-Graphs: A DLIME Extension Based on Triple Embedding for Graphs. KGSWC (2022)
Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction. CoRR (2022)
Paloma Rabaey, Cedric De Boom, Thomas Demeester
Neural Bayesian Network Understudy. CoRR (2022)
Klim Zaporojets, Johannes Deleu, Yiwei Jiang, Thomas Demeester, Chris Develder
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution. ACL (2) (2022)
Yiwei Jiang, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
CookDial: A dataset for task-oriented dialogs grounded in procedural documents. CoRR (2022)
Yiwei Jiang, Amir Hadifar, Johannes Deleu, Thomas Demeester, Chris Develder
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents. DialDoc@ACL (2022)
Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals. CoRR (2022)
François Remy, Kris Demuynck, Thomas Demeester
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions). CoRR (2022)
Semere Kiros Bitew, Amir Hadifar, Lucas Sterckx, Johannes Deleu, Chris Develder, Thomas Demeester
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education. CoRR (2022)
Ruben Janssens, Pieter Wolfert, Thomas Demeester, Tony Belpaeme
"Cool glasses, where did you get them?": Generating Visually Grounded Conversation Starters for Human-Robot Dialogue. HRI (2022)
Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals. EMNLP (2022)
Klim Zaporojets, Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Solving arithmetic word problems by scoring equations with recursive neural networks. Expert Syst. Appl. 174 (2021)
Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 111 (2021)
Maarten De Raedt, Fréderic Godin, Pieter Buteneers, Chris Develder, Thomas Demeester
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders. EMNLP (1) (2021)
Maarten De Raedt, Fréderic Godin, Pieter Buteneers, Chris Develder, Thomas Demeester
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders. CoRR (2021)
Severine Verlinden, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution. ACL/IJCNLP (Findings) (2021)
Amir Hadifar, Sofie Labat, Véronique Hoste, Chris Develder, Thomas Demeester
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks. CoRR (2021)
Amir Hadifar, Johannes Deleu, Chris Develder, Thomas Demeester
Exploration of block-wise dynamic sparseness. Pattern Recognit. Lett. 151 (2021)
Klim Zaporojets, Johannes Deleu, Chris Develder, Thomas Demeester
DWIE: An entity-centric dataset for multi-task document-level information extraction. Inf. Process. Manag. 58 (4) (2021)
Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt
Neural probabilistic logic programming in DeepProbLog. Artif. Intell. 298 (2021)
Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution. CoRR (2021)
Amir Hadifar, Sofie Labat, Véronique Hoste, Chris Develder, Thomas Demeester
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks. NAACL-HLT (2021)
Jens-Joris Decorte, Jeroen Van Hautte, Thomas Demeester, Chris Develder
JobBERT: Understanding Job Titles through Skills. CoRR (2021)
Severine Verlinden, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution. CoRR (2021)
Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 110 (2020)
Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR (2020)
Amir Hadifar, Johannes Deleu, Chris Develder, Thomas Demeester
Block-wise Dynamic Sparseness. CoRR (2020)
Klim Zaporojets, Johannes Deleu, Chris Develder, Thomas Demeester
DWIE: an entity-centric dataset for multi-task document-level information extraction. CoRR (2020)
Yiwei Jiang, Klim Zaporojets, Johannes Deleu, Thomas Demeester, Chris Develder
Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in Recipes. AACL/IJCNLP (2020)
Thomas Demeester
System Identification with Time-Aware Neural Sequence Models. AAAI (2020)
Klim Zaporojets, Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Solving Math Word Problems by Scoring Equations with Recursive Neural Networks. CoRR (2020)
Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt
DeepProbLog: Neural Probabilistic Logic Programming. BNAIC/BENELEARN (2019)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Sub-event detection from twitter streams as a sequence labeling problem. NAACL-HLT (1) (2019)
Thomas Demeester
System Identification with Time-Aware Neural Sequence Models. CoRR (2019)
Amir Hadifar, Lucas Sterckx, Thomas Demeester, Chris Develder
A Self-Training Approach for Short Text Clustering. RepL4NLP@ACL (2019)
Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt
DeepProbLog: Neural Probabilistic Logic Programming. CoRR (2019)
Luc De Raedt, Robin Manhaeve, Sebastijan Dumancic, Thomas Demeester, Angelika Kimmig
Neuro-Symbolic = Neural + Logical + Probabilistic. NeSy@IJCAI (2019)
Cedric De Boom, Thomas Demeester, Bart Dhoedt
Character-level recurrent neural networks in practice: comparing training and sampling schemes. Neural Comput. Appl. 31 (8) (2019)
Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset. AIME (2019)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Sub-event detection from Twitter streams as a sequence labeling problem. CoRR (2019)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Adversarial Perturbations for Joint Entity and Relation Extraction. BNAIC/BENELEARN (2019)
Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
Time-to-Birth Prediction Models and the Influence of Expert Opinions. AIME (2019)
Klim Zaporojets, Lucas Sterckx, Johannes Deleu, Thomas Demeester, Chris Develder
Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System. CLPsych@NAACL-HTL (2018)
Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt
DeepProbLog: Neural Probabilistic Logic Programming. CoRR (2018)
Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? CoRR (2018)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads. Expert Syst. Appl. 102 (2018)
Robin Manhaeve, Sebastijan Dumancic, Angelika Kimmig, Thomas Demeester, Luc De Raedt
DeepProbLog: Neural Probabilistic Logic Programming. NeurIPS (2018)
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Pontus Stenetorp, Sebastian Riedel
Jack the Reader - A Machine Reading Framework. CoRR (2018)
Lucas Sterckx, Thomas Demeester, Johannes Deleu, Chris Develder
Creation and evaluation of large keyphrase extraction collections with multiple opinions. Lang. Resour. Evaluation 52 (2) (2018)
Steven Van Canneyt, Philip Leroux, Bart Dhoedt, Thomas Demeester
Modeling and predicting the popularity of online news based on temporal and content-related features. Multim. Tools Appl. 77 (1) (2018)
Thomas Demeester, Johannes Deleu, Fréderic Godin, Chris Develder
Predefined Sparseness in Recurrent Sequence Models. CoNLL (2018)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Joint entity recognition and relation extraction as a multi-head selection problem. CoRR (2018)
Cedric De Boom, Rohan Agrawal, Samantha Hansen, Esh Kumar, Romain Yon, Ching-Wei Chen, Thomas Demeester, Bart Dhoedt
Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales. Multim. Tools Appl. 77 (12) (2018)
Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP (2018)
Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder
Adversarial training for multi-context joint entity and relation extraction. EMNLP (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Demeester