Proceedings of the 4th Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2024) co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

Clinical Reasoning over Tabular Data and Text with Bayesian Networks.

[BibT_eX]

[DOI]

Paloma Rabaey

Johannes Deleu

Stefan Heytens

Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

CookDial: a dataset for task-oriented dialogs grounded in procedural documents.

[BibT_eX]

[DOI]

Appl. Intell., February, 2023

Synthetic Data: Can We Trust Statistical Estimators?

[BibT_eX]

[DOI]

Alexander Decruyenaere

CoRR, 2023

Exploring the Temperature-Dependent Phase Transition in Modern Hopfield Networks.

[BibT_eX]

[DOI]

CoRR, 2023

BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights.

[BibT_eX]

[DOI]

François Remy

Kris Demuynck

Thomas Demeester

CoRR, 2023

Accelerating Hierarchical Associative Memory: A Deep Equilibrium Approach.

[BibT_eX]

[DOI]

Cédric Goemaere

Johannes Deleu

Thomas Demeester

CoRR, 2023

Training a Hopfield Variational Autoencoder with Equilibrium Propagation.

[BibT_eX]

[DOI]

Tom Van Der Meersch

Johannes Deleu

Thomas Demeester

CoRR, 2023

Flexible Model Interpretability through Natural Language Model Editing.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study.

[BibT_eX]

[DOI]

CoRR, 2023

CAW-coref: Conjunction-Aware Word-level Coreference Resolution.

[BibT_eX]

[DOI]

CoRR, 2023

Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation.

[BibT_eX]

[DOI]

CoRR, 2023

Distractor generation for multiple-choice questions with predictive prompting and large language models.

[BibT_eX]

[DOI]

CoRR, 2023

Extreme Multi-Label Skill Extraction Training using Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge.

[BibT_eX]

[DOI]

François Remy

Thomas Demeester

CoRR, 2023

IDAS: Intent Discovery with Abstractive Summarization.

[BibT_eX]

[DOI]

CoRR, 2023

EduQG: A Multi-Format Multiple-Choice Dataset for the Educational Domain.

[BibT_eX]

[DOI]

IEEE Access, 2023

Unimodalities Count as Perspectives in Multimodal Emotion Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023

Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning.

[BibT_eX]

[DOI]

François Remy

Alfiya Khabibullina

Thomas Demeester

Proceedings of the 19th Workshop on Multiword Expressions, 2023

Career Path Prediction using Resume Representation Learning and Skill-based Matching.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Recommender Systems for Human Resources (RecSys in HR 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Diverse Content Selection for Educational Question Generation.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2023, 2023

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge.

[BibT_eX]

[DOI]

François Remy

Kris Demuynck

Thomas Demeester

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

Distractor Retrieval Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2022

Neural Bayesian Network Understudy.

[BibT_eX]

[DOI]

Paloma Rabaey

Cedric De Boom

Thomas Demeester

CoRR, 2022

Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines.

[BibT_eX]

[DOI]

CoRR, 2022

Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis.

[BibT_eX]

[DOI]

Orlando Grabiel Toledano-López

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

TempEL: Linking Dynamically Evolving and Newly Emerging Entities.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Variation in the Expression and Annotation of Emotions: A Wizard of Oz Pilot Study.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022

DLIME-Graphs: A DLIME Extension Based on Triple Embedding for Graphs.

[BibT_eX]

[DOI]

Yoan Antonio López Rodríguez

Hector Raúl González Diez

Orlando Grabiel Toledano-López

Yusniel Hidalgo-Delgado

Erik Mannens

Thomas Demeester

Proceedings of the Knowledge Graphs and Semantic Web, 2022

"Cool glasses, where did you get them?": Generating Visually Grounded Conversation Starters for Human-Robot Dialogue.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions.

[BibT_eX]

[DOI]

François Remy

Kris Demuynck

Thomas Demeester

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

An Emotional Journey: Detecting Emotion Trajectories in Dutch Customer Service Dialogues.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents.

[BibT_eX]

[DOI]

Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021

Neuro-Symbolic AI = Neural + Logical + Probabilistic AI.

[BibT_eX]

[DOI]

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Exploration of block-wise dynamic sparseness.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

DWIE: An entity-centric dataset for multi-task document-level information extraction.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

Solving arithmetic word problems by scoring equations with recursive neural networks.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

JobBERT: Understanding Job Titles through Skills.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Neural probabilistic logic programming in DeepProbLog.

[BibT_eX]

[DOI]

Artif. Intell., 2021

A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Clinical information extraction for preterm birth risk prediction.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2020

Solving Math Word Problems by Scoring Equations with Recursive Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.

[BibT_eX]

[DOI]

CoRR, 2020

Block-wise Dynamic Sparseness.

[BibT_eX]

[DOI]

CoRR, 2020

Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in Recipes.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

System Identification with Time-Aware Neural Sequence Models.

[BibT_eX]

[DOI]

Thomas Demeester

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Character-level recurrent neural networks in practice: comparing training and sampling schemes.

[BibT_eX]

[DOI]

Cedric De Boom

Thomas Demeester

Bart Dhoedt

Neural Comput. Appl., 2019

A Self-Training Approach for Short Text Clustering.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Neuro-Symbolic = Neural + Logical + Probabilistic.

[BibT_eX]

Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

Sub-event detection from twitter streams as a sequence labeling problem.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Adversarial Perturbations for Joint Entity and Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2019

Time-to-Birth Prediction Models and the Influence of Expert Opinions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Modeling and predicting the popularity of online news based on temporal and content-related features.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Large-scale user modeling with recurrent neural networks for music discovery on multiple time scales.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Creation and evaluation of large keyphrase extraction collections with multiple opinions.

[BibT_eX]

[DOI]

Lang. Resour. Evaluation, 2018

Joint entity recognition and relation extraction as a multi-head selection problem.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

An attentive neural architecture for joint segmentation and parsing and its application to real estate ads.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Prior Attention for Style-aware Sequence-to-Sequence Models.

[BibT_eX]

[DOI]

CoRR, 2018

DeepProbLog: Neural Probabilistic Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial training for multi-context joint entity and relation extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Predefined Sparseness in Recurrent Sequence Models.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Jack the Reader - A Machine Reading Framework.

[BibT_eX]

[DOI]

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System.

[BibT_eX]

[DOI]

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2017

Adversarial Sets for Regularising Neural Link Predictors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Break it Down for Me: A Study in Automated Lyric Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Reconstructing the house from the ad: Structured prediction on real estate classifieds.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Representation learning for very short texts using weighted word embedding aggregation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Knowledge base population using semantic label propagation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Predicting relevance based on assessor disagreement: analysis and practical applications for search evaluation.

[BibT_eX]

[DOI]

Inf. Retr. J., 2016

Resource Selection for Federated Search on the Web.

[BibT_eX]

[DOI]

CoRR, 2016

Efficiency Evaluation of Character-level RNN Training Schedules.

[BibT_eX]

[DOI]

CoRR, 2016

An Automated End-To-End Pipeline for Fine-Grained Video Annotation using Deep Neural Networks.

[BibT_eX]

[DOI]

Baptist Vandersmissen

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Supervised Keyphrase Extraction as Positive Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Lifted Rule Injection for Relation Embeddings.

[BibT_eX]

[DOI]

Thomas Demeester

Tim Rocktäschel

Sebastian Riedel

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Regularizing Relation Representations by First-order Implications.

[BibT_eX]

[DOI]

Thomas Demeester

Tim Rocktäschel

Sebastian Riedel

Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

2015

When Topic Models Disagree: Keyphrase Extraction with Multiple Topic Models.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Topical Word Importance for Fast Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

FedWeb Greatest Hits: Presenting the New Test Collection for Federated Web Search.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Ghent University - IBCN Participation in the TAC KBP 2015 Cold Start Slot Filling task.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

Learning Semantic Similarity for Very Short Texts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Probabilistic models in IR and their relationships.

[BibT_eX]

[DOI]

Robin Aly

Thomas Demeester

Stephen Robertson

Inf. Retr., 2014

Detecting Newsworthy Topics in Twitter.

[BibT_eX]

[DOI]

Proceedings of the SNOW 2014 Data Challenge co-located with 23rd International World Wide Web Conference (WWW 2014), 2014

Exploiting user disagreement for web search evaluation: an experimental approach.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Overview of the TREC 2014 Federated Web Search Track.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Entity Linking: Test Collections Revisited.

[BibT_eX]

[DOI]

Proceedings of the Forum for Information Retrieval Evaluation, 2014

On the robustness of event detection evaluation: a case study.

[BibT_eX]

[DOI]

Proceedings of the Forum for Information Retrieval Evaluation, 2014

Assessing Quality of Unsupervised Topics in Song Lyrics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Aligning Vertical Collection Relevance with User Intent.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Overview of the TREC 2013 Federated Web Search Track.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Mirex and Taily at TREC 2013.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

UGent Participation in the TAC 2013 Entity-Linking Task.

[BibT_eX]

[DOI]

Proceedings of the Sixth Text Analysis Conference, 2013

Taily: shard selection using the tail of score distributions.

[BibT_eX]

[DOI]

Robin Aly

Djoerd Hiemstra

Thomas Demeester

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Snippet-Based Relevance Predictions for Federated Web Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2013

What Snippets Say About Pages.

[BibT_eX]

[DOI]

Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013

2012

UGent Participation in the Microblog Track 2012.

[BibT_eX]

[DOI]

Proceedings of The Twenty-First Text REtrieval Conference, 2012

UGent Participation in the TAC 2012 Entity-Linking Task.

[BibT_eX]

[DOI]

Proceedings of the Fifth Text Analysis Conference, 2012

Federated search in the wild: the combined power of over a hundred search engines.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

What Snippets Say about Pages in Federated Web Search.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2012

2011

Towards a Better Understanding of the Relationship between Probabilistic Models in IR.

[BibT_eX]

[DOI]

Robin Aly

Thomas Demeester

Proceedings of the Advances in Information Retrieval Theory, 2011

Thomas Demeester

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...