MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for
Retrieval-Augmented Large Language Models

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models

30 August 2024

Hainan Zhang

Liang Pang

Liang Pang

Zhiming Zheng

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Papers citing "MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models"

16 / 16 papers shown

Title
Retrieval Augmented Generation for Domain-specific Question Answering Sanat Sharma David Seunghyun Yoon Franck Dernoncourt Dewang Sultania Karishma Bagga Mengjiao Zhang Trung Bui Varun Kotte RALM 59 9 0 23 Apr 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check Linhao Ye Zhikai Lei Jia-Peng Yin Qin Chen Jie Zhou Liang He 3DV RALM 51 19 0 27 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Tengjiao Wang 3DV 238 281 0 29 Feb 2024
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 112 51 0 15 Oct 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 94 50 0 25 May 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 83 78 0 10 Apr 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 164 1,766 0 09 Feb 2023
Retrieval-Augmented Generative Question Answering for Event Argument Extraction Xinya Du Heng Ji RALM 73 41 0 14 Nov 2022
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 61 171 0 10 Oct 2020
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 40 82 0 04 Apr 2020
TREC CAsT 2019: The Conversational Assistance Track Overview Jeffrey Stephen Dalton Chenyan Xiong Jamie Callan 56 130 0 30 Mar 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 475 20,317 0 23 Oct 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 474 1,766 0 18 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 535 19,265 0 20 Jul 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014

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