CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning

16 December 2021

Hannah Rashkin

Papers citing "CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning"

46 / 46 papers shown

Title
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines Ohjoon Kwon Changsu Lee Jihye Back Lim Sun Suk Inho Kang Donghyeon Jeon 28 0 0 12 May 2025
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation Doyoung Kim Youngjun Lee Joeun Kim Jihwan Bang Hwanjun Song Susik Yoon Jae-Gil Lee 19 0 0 10 May 2025
Exploring Rewriting Approaches for Different Conversational Tasks Md Mehrab Tanjim Ryan Rossi Mike Rimer Xiang Chen Sungchul Kim ... Z. Hu Ritwik Sinha Wei Zhang I. Burhanuddin Franck Dernoncourt 51 0 0 26 Feb 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching X. Li Zhiyu Zoey Chen J. Choi Nikhita Vedula B. Fetahu Oleg Rokhlenko S. Malmasi 61 2 0 03 Feb 2025
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Yiruo Cheng Kelong Mao Ziliang Zhao Guanting Dong Hongjin Qian Yongkang Wu Tetsuya Sakai Ji-Rong Wen Zhicheng Dou RALM 32 2 0 30 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Y. X. Zhu Zhicheng Dou Jian-Yun Nie KELM 32 3 0 21 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 33 3 0 10 Oct 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA Nirmal Roy Leonardo F. R. Ribeiro Rexhina Blloshmi Kevin Small RALM 19 1 0 23 Sep 2024
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search Fengran Mo Chen Qu Kelong Mao Yihong Wu Zhan Su Kaiyu Huang Jian-Yun Nie 27 5 0 29 Jul 2024
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval Fengran Mo Longxiang Zhao Kaiyu Huang Yue Dong Degen Huang Jian-Yun Nie 27 6 0 23 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 15 0 0 17 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 45 0 0 02 Jul 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search Fengran Mo Abbas Ghaddar Kelong Mao Mehdi Rezagholizadeh Boxing Chen Qun Liu Jian-Yun Nie 34 7 0 07 Jun 2024
Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation Fanyou Wu Weijie Xu Chandan K. Reddy Srinivasan H. Sengamedu 24 0 0 06 Jun 2024
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 35 10 0 28 May 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG Shengyu Mao Yong-jia Jiang Boli Chen Xiao Li Peng Wang Xinyu Wang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang RALM 34 18 0 23 May 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval Kelong Mao Chenlong Deng Haonan Chen Fengran Mo Zheng Liu Tetsuya Sakai Zhicheng Dou KELM 26 11 0 21 Apr 2024
ConvSDG: Session Data Generation for Conversational Search Fengran Mo Bole Yi Kelong Mao Chen Qu Kaiyu Huang Jian-Yun Nie 35 9 0 17 Mar 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval Hongru Wang Boyang Xue Baohang Zhou Rui Wang Fei Mi Weichao Wang Yasheng Wang Kam-Fai Wong 33 3 0 26 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang RALM KELM 35 11 0 19 Feb 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation Haonan Chen Zhicheng Dou Kelong Mao Jiongnan Liu Ziliang Zhao 13 15 0 11 Feb 2024
History-Aware Conversational Dense Retrieval Fengran Mo Chen Qu Kelong Mao Tianyu Zhu Zhan Su Kaiyu Huang Jian-Yun Nie 14 1 0 30 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Wei Ping Rajarshi Roy Peng-Tao Xu Chankyu Lee M. Shoeybi Bryan Catanzaro ALM RALM AI4MH 16 38 0 18 Jan 2024
Bridging the Preference Gap between Retrievers and LLMs Zixuan Ke Weize Kong Cheng-rong Li Mingyang Zhang Qiaozhu Mei Michael Bendersky RALM 13 28 0 13 Jan 2024
A Use Case: Reformulating Query Rewriting as a Statistical Machine Translation Problem Abdullah Can Algan Emre Yürekli Aykut Çayır 14 0 0 19 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 46 44 0 15 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 11 0 0 13 Oct 2023
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation Chao-Wei Huang Chen-Yu Hsu Tsung-Yuan Hsu Chen An Li Yun-Nung (Vivian) Chen 11 5 0 13 Sep 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 20 14 0 14 Aug 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 38 4 0 28 Jun 2023
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning Soyeong Jeong Jinheon Baek Sung Ju Hwang Jong C. Park 8 2 0 07 Jun 2023
Learning to Relate to Previous Turns in Conversational Search Fengran Mo J. Nie Kaiyu Huang Kelong Mao Yutao Zhu Peng Li Yang Liu 23 23 0 05 Jun 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 32 41 0 25 May 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement Zhiheng Xi Senjie Jin Yuhao Zhou Rui Zheng Songyang Gao Tao Gui Qi Zhang Xuanjing Huang ReLM LRM 17 44 0 23 May 2023
Query Performance Prediction: From Ad-hoc to Conversational Search Chuan Meng Negar Arabzadeh Mohammad Aliannejadi Maarten de Rijke 9 24 0 18 May 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 25 362 0 15 Feb 2023
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua-Hong Wu 9 5 0 19 Dec 2022
Reinforced Question Rewriting for Conversational Question Answering Zhiyu Zoey Chen Jie Zhao Anjie Fang B. Fetahu Oleg Rokhlenko S. Malmasi 17 26 0 27 Oct 2022
Decoding a Neural Retriever's Latent Space for Query Suggestion Leonard Adolphs Michelle Chen Huebscher Christian Buck Sertan Girgin Olivier Bachem Massimiliano Ciaramita Thomas Hofmann RALM 13 8 0 21 Oct 2022
Dense Paraphrasing for Textual Enrichment Jingxuan Tu Kyeongmin Rim E. Holderness James Pustejovsky 17 5 0 20 Oct 2022
Q-TOD: A Query-driven Task-oriented Dialogue System Xin Tian Yingzhan Lin Mengfei Song Siqi Bao Fan Wang H. He Shuqi Sun Hua-Hong Wu 11 19 0 14 Oct 2022
Query Rewriting for Effective Misinformation Discovery Ashkan Kazemi Artem Abzaliev Naihao Deng Rui Hou Scott A. Hale Verónica Pérez-Rosas Rada Mihalcea KELM 19 2 0 14 Oct 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 16 62 0 18 May 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 15 26 0 15 Feb 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 233 278 0 15 Jul 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016