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Generate but Verify: Answering with Faithfulness in RAG-based Question Answering

Simone Filice, Elad Haramaty, Guy Horowitz, Zohar S. Karnin, Liane Lewin-Eytan, Alex Shtoff. Generate but Verify: Answering with Faithfulness in RAG-based Question Answering. In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F. Wong, Pushpak Bhattacharyya, Biplab Banerjee, Asif Ekbal, Tanmoy Chakraborty 0002, Dhirendra Pratap Singh, editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025. pages 1017-1037, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, 2025. [doi]

Authors

Simone Filice

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Elad Haramaty

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Guy Horowitz

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Zohar S. Karnin

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Liane Lewin-Eytan

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Alex Shtoff

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