Céline Hudelot

BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation

arXiv 2026

Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings

arXiv 2025

Should We Still Pretrain Encoders with Masked Language Modeling?

arXiv 2025

Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs

arXiv 2024

CroissantLLM: A Truly Bilingual French-English Language Model

arXiv 2024

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism

arXiv 2024

Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications

arXiv 2023

Pierre Colombo

Manuel Faysse

Nicolas Boizard

Emmanuel Malherbe

Gautier Viaud

Hippolyte Gisserot-Boukhlef

André F. T. Martins

Duarte M. Alves

Antoine Bosselut

Antoni Bigata Casademunt