Jeroen Van Hautte

According to our database, Jeroen Van Hautte authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

WorkRB: A Community-Driven Evaluation Framework for AI in the Work Domain.

Matthias De Lange, Warre Veys, Federico Retyk, Daniel Deniz, Warren Jouanneau, Mike Zhang, Aleksander Bielinski, Emma Jouffroy, Nicole Clobes, Nina Baranowska, David Graus, Marc Palyart, Rabih Zbib, Dimitra Gkatzia, Thomas Demeester, Tijl De Bie, Toine Bogers, Jens-Joris Decorte, Jeroen Van Hautte

CoRR, April, 2026

2025

Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker.

Matthias De Lange, Jens-Joris Decorte, Jeroen Van Hautte

CoRR, November, 2025

Efficient Text Encoders for Labor Market Analysis.

Jens-Joris Decorte, Jeroen Van Hautte, Chris Develder, Thomas Demeester

IEEE Access, 2025

Multilingual JobBERT for Cross-Lingual Job Title Matching.

Jens-Joris Decorte, Matthias De Lange, Jeroen Van Hautte

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

2024

SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness.

Jens-Joris Decorte, Jeroen Van Hautte, Thomas Demeester, Chris Develder

CoRR, 2024

On the Biased Assessment of Expert Finding Systems.

Jens-Joris Decorte, Jeroen Van Hautte, Chris Develder, Thomas Demeester

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

2023

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

Jens-Joris Decorte, Severine Verlinden, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester

CoRR, 2023

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

Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester

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

2022

Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction.

Jens-Joris Decorte, Jeroen Van Hautte, Johannes Deleu, Chris Develder, Thomas Demeester

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

2021

JobBERT: Understanding Job Titles through Skills.

Jens-Joris Decorte, Jeroen Van Hautte, Thomas Demeester, Chris Develder

CoRR, 2021

2020

Leveraging the Inherent Hierarchy of Vacancy Titles for Automated Job Ontology Expansion.

Jeroen Van Hautte, Vincent Schelstraete, Mikaël Wornoo

CoRR, 2020

2019

Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models.

Jeroen Van Hautte, Guy Emerson, Marek Rei

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019