Manuel Faysse

6 papers · 2023–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion

Venues

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

Top co-authors

Celine Hudelot (4) Gautier Viaud (4) Pierre Colombo (3) Marek Suppa (1) Gabriel de Souza P. Moreira (1) Alena Fenogenova (1) Quentin Macé (1) Björn Plüster (1) Gayatri K (1) Maria Tikhonova (1)

Research topics

Artificial Intelligence (5) Natural Language Processing (4) Core AI (4) Machine Learning (3) Resources & Methods (3) Core Methods (2) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1)

Keywords

document retrieval (2) retrieval-augmented generation (2) large language model (2) information retrieval (1) visual grounding (1) instruction following (1) multimodal retrieval (1) vision-language model (1) instruction fine-tuning (1) text embedding (1) zero-shot capability (1) document embedding (1) multi-vector embedding (1) visual document understanding (1) contextual embedding (1) embedding model (1) multilingual benchmark (1) late interaction (1) answer generation (1) negative training (1)

Papers

ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios ACL 2026 ColPali: Efficient Document Retrieval with Vision Language Models ICLR 2025 Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 Copyright Traps for Large Language Models ICML 2024 Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications EMNLP 2023