GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking

Author:

Bai Jiaqi1ORCID,Guo Hongcheng2ORCID,Liu Jiaheng2ORCID,Yang Jian3ORCID,Liang Xinnian2ORCID,Yan Zhao4ORCID,Li Zhoujun2ORCID

Affiliation:

1. Beihang University, Beijing, China

2. State Key Lab of Software Development Environment, Beihang University, Beijing, China

3. DAMO Academy, Alibaba Group, Beijing, China

4. Tencent Cloud AI, Beijing, China

Funder

National Natural Science Foundation of China

the Fund of the State Key Laboratory of Software Development Environment

the 2022 Tencent Big Travel Rhino Bird Special Research Program

Publisher

ACM

Reference60 articles.

1. Robust Named Entity Disambiguation with Random Walks;Alani Harith;Semant. Web,2018

2. Jiaqi Bai , Zhao Yan , Jian Yang , Xinnian Liang , Hongcheng Guo , and Zhoujun Li. 2023. KnowPrefix-Tuning:A Two-Stage Prefix-Tuning Framework for Knowledge- Grounded Dialogue Generation . CoRR abs/2306.15430 ( 2023 ). Jiaqi Bai, Zhao Yan, Jian Yang, Xinnian Liang, Hongcheng Guo, and Zhoujun Li. 2023. KnowPrefix-Tuning:ATwo-Stage Prefix-Tuning Framework for Knowledge- Grounded Dialogue Generation. CoRR abs/2306.15430 (2023).

3. KINet: Incorporating Relevant Facts Into Knowledge-Grounded Dialog Generation

4. Curriculum learning

5. Michele Bevilacqua , Giuseppe Ottaviano , Patrick Lewis , Scott Yih , Sebastian Riedel , and Fabio Petroni . 2022 . Autoregressive Search Engines: Generating Substrings as Document Identifiers. In Advances in Neural Information Processing Systems, S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, and A . Oh (Eds.) , Vol. 35 . Curran Associates, Inc., 31668--31683. Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Scott Yih, Sebastian Riedel, and Fabio Petroni. 2022. Autoregressive Search Engines: Generating Substrings as Document Identifiers. In Advances in Neural Information Processing Systems, S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, and A. Oh (Eds.), Vol. 35. Curran Associates, Inc., 31668--31683.

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