Open-Domain Question Answering Goes Conversational via Question Rewriting

10 October 2020

Papers citing "Open-Domain Question Answering Goes Conversational via Question Rewriting"

50 / 102 papers shown

Title
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 29 0 0 10 May 2025
EnronQA: Towards Personalized RAG over Private Documents Michael J. Ryan Danmei Xu Chris Nivera Daniel Campos SILM 67 0 0 01 May 2025
Query Understanding in LLM-based Conversational Information Seeking Yifei Yuan Zahra Abbasiantaeb Yang Deng Mohammad Aliannejadi 35 0 0 08 Apr 2025
Dense Passage Retrieval in Conversational Search Ahmed H. Salamah Pierre McWhannel Nicole Yan 44 0 0 21 Mar 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 60 0 0 26 Feb 2025
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models Zhenyu Pan Haozheng Luo Manling Li Han Liu LRM 48 13 0 24 Feb 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 69 9 0 03 Jan 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
Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents Shiwei Wu Chen Zhang Yan Gao Qimeng Wang Tong Bill Xu Yao Hu Enhong Chen ELM 27 1 0 01 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 22 2 0 23 Sep 2024
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models Yujing Wang Hainan Zhang Liang Pang Liang Pang Hongwei Zheng Zhiming Zheng 32 2 0 30 Aug 2024
Text2SQL is Not Enough: Unifying AI and Databases with TAG Asim Biswal Liana Patel Siddarth Jha Amog Kamsetty Shu Liu Joseph E. Gonzalez Carlos Guestrin Matei A. Zaharia LMTD 3DV 29 15 0 27 Aug 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment Kun Luo Minghao Qin Zheng Liu Shitao Xiao Jun Zhao Kang Liu 28 10 0 22 Aug 2024
CoDi: Conversational Distillation for Grounded Question Answering Patrick Huber Arash Einolghozati Rylan Conway Kanika Narang Matt Smith Waqar Nayyar Adithya Sagar Ahmed Aly Akshat Shrivastava 16 0 0 20 Aug 2024
Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models Fei Liu Zejun Kang Xing Han 42 5 0 12 Aug 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 35 5 0 29 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 20 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 1 0 02 Jul 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 40 1 0 19 Jun 2024
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers Tianhua Zhang Kun Li Hongyin Luo Xixin Wu James Glass Helen Meng 16 1 0 16 Jun 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 42 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
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts Lotem Golany Filippo Galgani Maya Mamo Nimrod Parasol Omer Vandsburger Nadav Bar Ido Dagan 27 2 0 02 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 39 11 0 21 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 34 15 0 27 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 57 9 0 25 Mar 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
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs Yerin Hwang Yongi-Mi Kim Yunah Jang Jeesoo Bang Hyunkyung Bae Kyomin Jung 35 2 0 09 Mar 2024
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots Junling Wang Jakub Macina Nico Daheim Sankalan Pal Chowdhury Mrinmaya Sachan 29 8 0 05 Mar 2024
Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search Ivan Sekulić K. Balog Fabio Crestani KELM 28 4 0 04 Mar 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents A. Maharana Dong-Ho Lee Sergey Tulyakov Mohit Bansal Francesco Barbieri Yuwei Fang LLMAG 22 66 0 27 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 12 0 19 Feb 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation Haonan Chen Zhicheng Dou Kelong Mao Jiongnan Liu Ziliang Zhao 21 15 0 11 Feb 2024
Can Large Language Models Understand Context? Yilun Zhu Joel Ruben Antony Moniz Shruti Bhargava Jiarui Lu Dhivya Piraviperumal Site Li Yuan-kang Zhang Hong-ye Yu Bo-Hsiang Tseng 56 19 0 01 Feb 2024
History-Aware Conversational Dense Retrieval Fengran Mo Chen Qu Kelong Mao Tianyu Zhu Zhan Su Kaiyu Huang Jian-Yun Nie 22 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
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 21 14 0 12 Jan 2024
S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering Baokui Li Sen Zhang Wangshu Zhang Yicheng Chen Changlin Yang Sen Hu Teng Xu Siye Liu Jiwei Li 36 1 0 27 Dec 2023
Fully Authentic Visual Question Answering Dataset from Online Communities Chongyan Chen Mengchen Liu Noel Codella Yunsheng Li Lu Yuan Danna Gurari 35 5 0 27 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 16 10 0 20 Nov 2023
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness Hai Ye Hwee Tou Ng Wenjuan Han 32 3 0 12 Nov 2023
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources Yerin Hwang Yongi-Mi Kim Hyunkyung Bae Jeesoo Bang Hwanhee Lee Kyomin Jung 28 6 0 09 Nov 2023
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation Magdalena Kaiser Rishiraj Saha Roy G. Weikum 13 3 0 20 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
Question-Answering Approach to Evaluating Legal Summaries Huihui Xu Kevin D. Ashley AILaw ELM 11 3 0 26 Sep 2023
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts Shangqing Tu Zheyuan Zhang Jifan Yu Chunyang Li Siyu Zhang Zijun Yao Lei Hou Juanzi Li 36 10 0 11 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 25 119 0 31 Jul 2023
No that's not what I meant: Handling Third Position Repair in Conversational Question Answering Vevake Balaraman Arash Eshghi Ioannis Konstas Ioannis V. Papaioannou KELM 11 3 0 31 Jul 2023