An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation
Emma Jouffroy, Warren Jouanneau, Marc Palyart
Research That Powers the Future of Freelancing
Recent papers and preprints from our group : open work, reproducible methods, and clear writeups.
Latest Papers
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
An Efficient Long-Context Ranking Architecture With Calibrated LLM Distillation: Application to Person-Job Fit
Warren Jouanneau, Emma Jouffroy, Marc Palyart
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
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval
Warren Jouanneau, Marc Palyart, Emma Jouffroy