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CONFRAG: Confidence-Guided Retrieval-Augmented Generation

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Huang, Yin,Xu, Yifan Ethan,Sun, Kai,Yan, Vera,Sun, Alicia Yi,Khan, Haidar,Nguyen, Jimmy,Chen, Jingxiang
+7 more authors show fewer
Kachuee, Mohammad,Lin, Zhaojiang,Liu, Yue,Colak, Aaron,Kumar, Anuj,Yih, Wen-tau,Dong, Xin Luna
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track
published

Abstract

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Cite this paper

@article{yin2026,
  title = {CONFRAG: Confidence-Guided Retrieval-Augmented Generation},
  author = {Huang, Yin and Xu, Yifan Ethan and Sun, Kai and Yan, Vera and Sun, Alicia Yi and Khan, Haidar and Nguyen, Jimmy and Chen, Jingxiang and Kachuee, Mohammad and Lin, Zhaojiang and Liu, Yue and Colak, Aaron and Kumar, Anuj and Yih, Wen-tau and Dong, Xin Luna},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-industry.171},
  url = {https://doi.org/10.18653/2026.emnlp-industry.171},
}