Browsing by Author "Demeester, Thomas"
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Publication A critical look at studies applying over-sampling on the TPEHGDB dataset
Proceedings paper2019, AIME2019, the Conference on Artificial Intelligence in Medicine in Europe, 26/06/2019, p.355-364Publication A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks
Proceedings paper2021, Conference of the North-American-Chapter of the Association-for-Computational-Linguistics - Human Language Technologies (NAACL-HLT), JUN 06-11, 2021, p.220-241Publication A self-training approach for short text clustering
Proceedings paper2019, Repl4NLP, the 4th Workshop on Representation Learning for NLP, 2/08/2019, p.1-6Publication A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders
Proceedings paper2021, Conference on Empirical Methods in Natural Language Processing (EMNLP), NOV 07-11, 2021, p.10108-10114Publication Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward Euler
Proceedings paper2024, 1st ECAI Workshop on Machine Learning Meets Differential Equations (ML-DE) - From Theory to Applications, OCT 20, 2024Publication Adaptive Second Language Tutoring Using Generative AI and a Social Robot
Proceedings paper2024, 19th Annual ACM/IEEE International Conference on Human-Robot Interaction (HRI), MAR 11-15, 2024, p.1080-1084Publication Adversarial sets for regularising neural link predictors
Proceedings paper2017, 33rd Conference on Uncertainty in Artificial Intelligence - UAI, 11/08/2017, p.1-10Publication Adversarial training for multi-context joint entity and relation extraction
Proceedings paper2018, Conference on Empirical Methods in Natural Language Processing - EMNLP, 31/10/2018, p.1-7Publication An attentive neural architecture for joint segmentation and parsing and its application to real estate ads
Journal article2018, Expert Systems with Applications, 102, p.100-112Publication An emotional journey: Detecting emotion trajectories in dutch customer service dialogues
Proceedings paper2022, W-NUT 2022, the Eighth Workshop on Noisy User-generated Text, 12-17/10/2022, p.106-112Publication Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment
Journal article2025, TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, (13) /, p.442-460Publication BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights
Journal article2024, JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, (31) 9, p.1844-1855Publication BioLORD: Learning ontological representations from definitions for biomedical concepts and their textual descriptions
Proceedings paper2022, EMNLP Findings 2022, ACL Anthology, 7-11/12/2022, p.1454-1465Publication Break it down for me: a study in automated lyric annotation
Proceedings paper2017, Conference on Empirical Methods in Natural Language Processing - EMNLP, 7/09/2017, p.1-7Publication Business Failure Prediction From Textual and Tabular Data With Sentence-Level Interpretations
Journal article2025, ANNALS OF OPERATIONS RESEARCH, (353) 2, p.667-692Publication Chapter 7. Neuro-Symbolic AI = Neural + Logical + Probabilistic AI
Book chapter2022, Neuro-Symbolic Artificial Intelligence: The State of the Art, IOS PressPublication Character-level recurrent neural networks in practice: comparing training and sampling schemes
Journal article2019, Neural Computing and Applications, (31) 8, p.4001-4017Publication Clinical information extraction for preterm birth risk prediction
Journal article2020, Journal of Biomedical Informatics, 110, p.103544Publication Clinical Reasoning over Tabular Data and Text with Bayesian Networks
Proceedings paper2024, 22nd International Conference on Artificial Intelligence in Medicine (AIME), JUL 09-12, 2024, p.229-250Publication CookDial: a dataset for task-oriented dialogs grounded in procedural documents
Journal article2022, APPLIED INTELLIGENCE, 2022, p.4748-4766