FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering

Author:

Cai Tianchi1ORCID,Tan Zhiwen1ORCID,Song Xierui1ORCID,Sun Tao1ORCID,Jiang Jiyan2ORCID,Xu Yunqi1ORCID,Zhang Yinger1ORCID,Gu Jinjie1ORCID

Affiliation:

1. Ant Group, Hangzhou, China

2. Tsinghua University, Beijing, China

Publisher

ACM

Reference53 articles.

1. Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023. Gpt-4 technical report. arXiv preprint arXiv:2303.08774 (2023).

2. Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, and Shashi Narayan. 2022. Query Refinement Prompts for Closed-Book Long-Form Question Answering. arXiv preprint arXiv:2210.17525 (2022).

3. Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli Tom Henighan Andy Jones Nicholas Joseph Ben Mann Nova DasSarma et al. 2021. A general language assistant as a laboratory for alignment. arXiv preprint arXiv:2112.00861 (2021).

4. Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen Nova DasSarma Dawn Drain Stanislav Fort Deep Ganguli Tom Henighan et al. 2022. Training a helpful and harmless assistant with reinforcement learning from human feedback. arXiv preprint arXiv:2204.05862 (2022).

5. Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He Xiaozhi Wang Jifan Yu Kaisheng Zeng Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li and Lei Hou. 2023. Benchmarking Foundation Models with Language-Model-as-an-Examiner. arxiv: 2306.04181 [cs.CL]

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