Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings

Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh, Yuzhong Chen 0004, Yingtong Dou, Menghai Pan, Yan Zheng 0001. Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings. 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 903-911, Association for Computational Linguistics, 2025. [doi]

Abstract

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