Research That Powers the Future of Freelancing

Recent papers and preprints from our group : open work, reproducible methods, and clear writeups.

Research That Powers the Future of Freelancing

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
March 17, 2026
An Efficient Long-Context Ranking Architecture With Calibrated LLM Distillation: Application to Person-Job Fit
Warren Jouanneau, Emma Jouffroy, Marc Palyart
January 16, 2026
Evaluating LLM Behavior in Hiring: Implicit Weights, Fairness Across Groups, and Alignment with Human Preferences
Morgane Hoffmann, Emma Jouffroy, Warren Jouanneau, Marc Palyart, Charles Pebereau
January 16, 2026
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval
Warren Jouanneau, Marc Palyart, Emma Jouffroy
September 19, 2024