Manuel Faysse

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 👥 Mega-Team (82)

Conferences

EMNLP (2) ICLR (2) ICML (1)

Top co-authors

Celine Hudelot (3) Pierre Colombo (3) Gautier Viaud (3) Marek Suppa (1) Gayatri K (1) Björn Plüster (1) Alena Fenogenova (1) Ashwin Mathur (1) Jordan Clive (1) Maria Tikhonova (1)

Keywords

contrastive learning (1) model evaluation (1) information retrieval (1) instruction fine-tuning (1) zero-shot capability (1) document embedding (1) contextual embedding (1) negative training (1) large language model (1) industrial deployment (1)

Papers

Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025

MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025

ColPali: Efficient Document Retrieval with Vision Language Models ICLR 2025

Copyright Traps for Large Language Models ICML 2024

Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications EMNLP 2023