Suchergebnisse - Colombo, Pierre

Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data von Darrin, Maxime, Piantanida, Pablo, Colombo, Pierre

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Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs von Boizard, Nicolas, Haddad, Kevin El, Hudelot, Céline, Colombo, Pierre

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Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism von Gisserot-Boukhlef, Hippolyte, Faysse, Manuel, Malherbe, Emmanuel, Hudelot, Céline, Colombo, Pierre

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Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation von Himmi, Anas, Staerman, Guillaume, Picot, Marine, Colombo, Pierre, Guerreiro, Nuno M.

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BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation von Gisserot-Boukhlef, Hippolyte, Boizard, Nicolas, Malherbe, Emmanuel, Hudelot, Céline, Colombo, Pierre

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Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings von Conti, Max, Faysse, Manuel, Viaud, Gautier, Bosselut, Antoine, Hudelot, Céline, Colombo, Pierre

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When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance von Boizard, Nicolas, Gisserot-Boukhlef, Hippolyte, El-Haddad, Kevin, Hudelot, Céline, Colombo, Pierre

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BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs von Boizard, Nicolas, Deschamps-Berger, Théo, Gisserot-Boukhlef, Hippolyte, Hudelot, Céline, Colombo, Pierre

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ColPali: Efficient Document Retrieval with Vision Language Models von Faysse, Manuel, Sibille, Hugues, Wu, Tony, Omrani, Bilel, Viaud, Gautier, Hudelot, Céline, Colombo, Pierre

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Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis von Gisserot-Boukhlef, Hippolyte, Rei, Ricardo, Malherbe, Emmanuel, Hudelot, Céline, Colombo, Pierre, Guerreiro, Nuno M.

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ModernVBERT: Towards Smaller Visual Document Retrievers von Teiletche, Paul, Macé, Quentin, Conti, Max, Loison, Antonio, Viaud, Gautier, Colombo, Pierre, Faysse, Manuel

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Unsupervised Layer-wise Score Aggregation for Textual OOD Detection von Darrin, Maxime, Staerman, Guillaume, Gomes, Eduardo Dadalto Câmara, Cheung, Jackie CK, Piantanida, Pablo, Colombo, Pierre

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Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital von Colombo, Pierre, Boudiaf, Malik, Sweet, Allyn, Desa, Michael, Wang, Hongxi, Candra, Kevin, del Marmol, Syméon

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Should We Still Pretrain Encoders with Masked Language Modeling? von Gisserot-Boukhlef, Hippolyte, Boizard, Nicolas, Faysse, Manuel, Alves, Duarte M., Malherbe, Emmanuel, Martins, André F. T., Hudelot, Céline, Colombo, Pierre

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SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain von Colombo, Pierre, Pires, Telmo, Boudiaf, Malik, Melo, Rui, Culver, Dominic, Morgado, Sofia, Malaboeuf, Etienne, Hautreux, Gabriel, Charpentier, Johanne, Desa, Michael

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TowerVision: Understanding and Improving Multilinguality in Vision-Language Models von Viveiros, André G., Fernandes, Patrick, Santos, Saul, Sannigrahi, Sonal, Zaranis, Emmanouil, Guerreiro, Nuno M., Farajian, Amin, Colombo, Pierre, Neubig, Graham, Martins, André F. T.

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SaulLM-7B: A pioneering Large Language Model for Law von Colombo, Pierre, Pires, Telmo Pessoa, Boudiaf, Malik, Culver, Dominic, Melo, Rui, Corro, Caio, Martins, Andre F. T., Esposito, Fabrizio, Raposo, Vera Lúcia, Morgado, Sofia, Desa, Michael

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Tower: An Open Multilingual Large Language Model for Translation-Related Tasks von Alves, Duarte M., Pombal, José, Guerreiro, Nuno M., Martins, Pedro H., Alves, João, Farajian, Amin, Peters, Ben, Rei, Ricardo, Fernandes, Patrick, Agrawal, Sweta, Colombo, Pierre, de Souza, José G. C., Martins, André F. T.

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CroissantLLM: A Truly Bilingual French-English Language Model von Faysse, Manuel, Fernandes, Patrick, Guerreiro, Nuno M., Loison, António, Alves, Duarte M., Corro, Caio, Boizard, Nicolas, Alves, João, Rei, Ricardo, Martins, Pedro H., Casademunt, Antoni Bigata, Yvon, François, Martins, André F. T., Viaud, Gautier, Hudelot, Céline, Colombo, Pierre

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EuroLLM: Multilingual Language Models for Europe von Martins, Pedro Henrique, Fernandes, Patrick, Alves, João, Guerreiro, Nuno M., Rei, Ricardo, Alves, Duarte M., Pombal, José, Farajian, Amin, Faysse, Manuel, Klimaszewski, Mateusz, Colombo, Pierre, Haddow, Barry, de Souza, José G. C., Birch, Alexandra, Martins, André F. T.

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