ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval

Ahmed Masry, Megh Thakkar, Patrice Bechard, Sathwik Tejaswi Madhusudhan, Rabiul Awal, Shambhavi Mishra, Akshay Kalkunte Suresh, Srivatsava Daruru, Enamul Hoque, Spandana Gella, Torsten Scholak, Sai Rajeswar. ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval. In Saloni Potdar, Lina Maria Rojas-Barahona, Sébastien Montella, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Industry Track, Suzhou, China, November 4-9, 2025. pages 2071-2080, Association for Computational Linguistics, 2025. [doi]

Abstract

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