Johannes Deleu

Orcid: 0000-0001-8277-2415

According to our database1, Johannes Deleu authored at least 50 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Learning to Reuse Distractors to Support Multiple-Choice Question Generation in Education.
IEEE Trans. Learn. Technol., 2024

Clinical Reasoning over Tabular Data and Text with Bayesian Networks.
CoRR, 2024

Few-shot out-of-scope intent classification: analyzing the robustness of prompt-based learning.
Appl. Intell., 2024

2023
CookDial: a dataset for task-oriented dialogs grounded in procedural documents.
Appl. Intell., February, 2023

Exploring the Temperature-Dependent Phase Transition in Modern Hopfield Networks.
CoRR, 2023

Accelerating Hierarchical Associative Memory: A Deep Equilibrium Approach.
CoRR, 2023

Training a Hopfield Variational Autoencoder with Equilibrium Propagation.
CoRR, 2023

Distractor generation for multiple-choice questions with predictive prompting and large language models.
CoRR, 2023

Extreme Multi-Label Skill Extraction Training using Large Language Models.
CoRR, 2023

EduQG: A Multi-Format Multiple-Choice Dataset for the Educational Domain.
IEEE Access, 2023

Career Path Prediction using Resume Representation Learning and Skill-based Matching.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Diverse Content Selection for Educational Question Generation.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2023, 2023

Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning.
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022
Distractor Retrieval Dataset.
Dataset, October, 2022

TempEL: Linking Dynamically Evolving and Newly Emerging Entities.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction.
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

Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution.
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.
Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021
Exploration of block-wise dynamic sparseness.
Pattern Recognit. Lett., 2021

DWIE: An entity-centric dataset for multi-task document-level information extraction.
Inf. Process. Manag., 2021

Solving arithmetic word problems by scoring equations with recursive neural networks.
Expert Syst. Appl., 2021

Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution.
CoRR, 2021

Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Definition and Evaluation of Model-Free Coordination of Electrical Vehicle Charging With Reinforcement Learning.
IEEE Trans. Smart Grid, 2020

Solving Math Word Problems by Scoring Equations with Recursive Neural Networks.
CoRR, 2020

Block-wise Dynamic Sparseness.
CoRR, 2020

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

2019
Sub-event detection from twitter streams as a sequence labeling problem.
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.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
Creation and evaluation of large keyphrase extraction collections with multiple opinions.
Lang. Resour. Evaluation, 2018

Joint entity recognition and relation extraction as a multi-head selection problem.
Expert Syst. Appl., 2018

An attentive neural architecture for joint segmentation and parsing and its application to real estate ads.
Expert Syst. Appl., 2018

Prior Attention for Style-aware Sequence-to-Sequence Models.
CoRR, 2018

Adversarial training for multi-context joint entity and relation extraction.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Achieving Scalable Model-Free Demand Response in Charging an Electric Vehicle Fleet with Reinforcement Learning.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

Predefined Sparseness in Recurrent Sequence Models.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System.
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2017
Reconstructing the house from the ad: Structured prediction on real estate classifieds.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Knowledge base population using semantic label propagation.
Knowl. Based Syst., 2016

2015
When Topic Models Disagree: Keyphrase Extraction with Multiple Topic Models.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Topical Word Importance for Fast Keyphrase Extraction.
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.
Proceedings of the 2015 Text Analysis Conference, 2015

2014
Entity Linking: Test Collections Revisited.
Proceedings of the Forum for Information Retrieval Evaluation, 2014

On the robustness of event detection evaluation: a case study.
Proceedings of the Forum for Information Retrieval Evaluation, 2014

Assessing Quality of Unsupervised Topics in Song Lyrics.
Proceedings of the Advances in Information Retrieval, 2014

2013
UGent Participation in the TAC 2013 Entity-Linking Task.
Proceedings of the Sixth Text Analysis Conference, 2013

2012
UGent Participation in the Microblog Track 2012.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

UGent Participation in the TAC 2012 Entity-Linking Task.
Proceedings of the Fifth Text Analysis Conference, 2012

2009
CROEQS: Contemporaneous role ontology-based expanded query search - Analysis of the result set size.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009


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