PPaperPicks

Pierre Colombo

6 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

EMNLP ×3AAAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Manuel Faysse
×2
Gautier Viaud
×2
Céline Hudelot
×2
Anas Himmi
×2
Guillaume Staerman
×2
Hugues Sibille
×1
Tony Wu
×1
Bilel Omrani
×1
Max Conti
×1
Antoine Bosselut
×1
Marine Picot
×1
Nuno Miguel Guerreiro
×1

Papers

  1. ColPali: Efficient Document Retrieval with Vision Language Models
    ICLR 2025 ·
    Manuel Faysse
    ,
    Hugues Sibille
    ,
    Tony Wu
    ,
    Bilel Omrani
    ,
    Gautier Viaud
    ,
    Céline Hudelot
    , Pierre Colombo
  2. Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
    EMNLP 2025 ·
    Max Conti
    ,
    Manuel Faysse
    ,
    Gautier Viaud
    ,
    Antoine Bosselut
    ,
    Céline Hudelot
    , Pierre Colombo
  3. Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
    EMNLP 2024 ·
    Anas Himmi
    ,
    Guillaume Staerman
    ,
    Marine Picot
    , Pierre Colombo,
    Nuno Miguel Guerreiro
  4. SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
    NeurIPS 2024 · Pierre Colombo,
    Telmo Pessoa Pires
    ,
    Malik Boudiaf
    ,
    Rui Melo
    ,
    Gabriel Hautreux
    ,
    Etienne Malaboeuf
    ,
    Johanne Charpentier
    ,
    Dominic Culver
    ,
    Michael Desa
  5. Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks
    EMNLP 2024 ·
    Anas Himmi
    ,
    Ekhine Irurozki
    ,
    Nathan Noiry
    ,
    Stéphan Clémençon
    , Pierre Colombo
  6. Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection
    AAAI 2024 ·
    Maxime Darrin
    ,
    Guillaume Staerman
    ,
    Eduardo Dadalto Câmara Gomes
    ,
    Jackie C. K. Cheung
    ,
    Pablo Piantanida
    , Pierre Colombo