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

Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo. Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 22594-22608, Association for Computational Linguistics, 2025. [doi]

Authors

Max Conti

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Manuel Faysse

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Gautier Viaud

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Antoine Bosselut

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Céline Hudelot

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Pierre Colombo

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