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
Piecing Together Clues: A Benchmark for Evaluating the Detective Skills of Large Language Models Zhouhong Gu Lin Zhang Jiangjie Chen Haoning Ye Xiaoxuan Zhu ... Jianchen Wang Yikai Zhang Wenhao Huang Yanghua Xiao Hongwei Feng RALM ELM 34 0 0 11 Jul 2023
SSP: Self-Supervised Post-training for Conversational Search Quan Tu Shen Gao Xiaolong Wu Zhao Cao Jiaxin Wen Rui Yan 20 0 0 02 Jul 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 10 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 28 23 0 05 Jun 2023
KL-Divergence Guided Temperature Sampling Chung-Ching Chang David Reitter Renat Aksitov Yun-hsuan Sung HILM 15 6 0 02 Jun 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 40 43 0 25 May 2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions Anthony Chen Panupong Pasupat Sameer Singh Hongrae Lee Kelvin Guu 24 40 0 24 May 2023
MeeQA: Natural Questions in Meeting Transcripts Reut Apel Tom Braude Amir Kantor Eyal Kolman RALM 24 1 0 15 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 55 5 0 12 May 2023
QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing Linzheng Chai Dongling Xiao Jian Yang Liqun Yang Qian-Wen Zhang Yunbo Cao Zhoujun Li Zhao Yan 26 4 0 11 May 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA Neeraj Varshney Chitta Baral 31 13 0 02 May 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search Yonatan Bitton Shlomi Cohen-Ganor Ido Hakimi Yoad Lewenberg Roee Aharoni Enav Weinreb 44 4 0 27 Apr 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran Tomer Wolfson Ben Bogin Uri Katz Daniel Deutch Jonathan Berant ReLM LRM KELM 19 94 0 25 Apr 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Xing Han Lù Siva Reddy H. D. Vries LMTD 23 7 0 03 Apr 2023
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models Renat Aksitov Chung-Ching Chang David Reitter Siamak Shakeri Yun-hsuan Sung RALM 6 16 0 11 Feb 2023
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 20 244 0 28 Dec 2022
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua-Hong Wu 17 5 0 19 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 21 0 0 17 Dec 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 32 87 0 16 Nov 2022
Human in the loop approaches in multi-modal conversational task guidance system development R. Manuvinakurike Sovan Biswas G. Raffa R. Beckwith A. Rhodes Meng Shi Gesem Gudino Mejia Saurav Sahay L. Nachman 25 2 0 03 Nov 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
McQueen: a Benchmark for Multimodal Conversational Query Rewrite Yifei Yuan Chen Shi Runze Wang Liyi Chen Feijun Jiang Yuan You W. Lam 6 6 0 23 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 56 2,986 0 20 Oct 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance Yang Deng Wenqiang Lei Wenxuan Zhang W. Lam Tat-Seng Chua 36 51 0 17 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 33 256 0 17 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 24 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 32 2 0 14 Oct 2022
Conversational QA Dataset Generation with Answer Revision Seonjeong Hwang G. G. Lee 27 5 0 23 Sep 2022
A General Contextualized Rewriting Framework for Text Summarization Guangsheng Bao Yue Zhang BDL 8 6 0 13 Jul 2022
INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions Zeqiu Wu Ryu Parish Hao Cheng Sewon Min Prithviraj Ammanabrolu Mari Ostendorf Hannaneh Hajishirzi 65 14 0 02 Jul 2022
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method Zorik Gekhman Nadav Oved Orgad Keller Idan Szpektor Roi Reichart 14 8 0 29 Jun 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 16 63 0 18 May 2022
Answer Consolidation: Formulation and Benchmarking Wenxuan Zhou Qiang Ning Heba Elfardy Kevin Small Muhao Chen 20 4 0 29 Apr 2022
Can Question Rewriting Help Conversational Question Answering? Etsuko Ishii Yan Xu Samuel Cahyawijaya Bryan Wilie 31 9 0 13 Apr 2022
From Rewriting to Remembering: Common Ground for Conversational QA Models Marco Del Tredici Xiaoyu Shen Gianni Barlacchi Bill Byrne Adria de Gispert KELM 11 10 0 08 Apr 2022
Entity-Centric Query Refinement David Wadden Nikita Gupta Kenton Lee Kristina Toutanova LRM 7 0 0 02 Apr 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 17 26 0 15 Feb 2022
SCAI-QReCC Shared Task on Conversational Question Answering S. Vakulenko Johannes Kiesel Maik Frobe LRM 14 6 0 26 Jan 2022
Question rewriting? Assessing its importance for conversational question answering Gonçalo Raposo Rui Ribeiro Bruno Martins Luísa Coheur KELM 11 19 0 22 Jan 2022
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 10 172 0 23 Dec 2021
Ditch the Gold Standard: Re-evaluating Conversational Question Answering Huihan Li Tianyu Gao Manan Goenka Danqi Chen 11 21 0 16 Dec 2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 20 75 0 16 Dec 2021
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Vaibhav Adlakha S. Dhuliawala Kaheer Suleman H. D. Vries Siva Reddy BDL 20 84 0 02 Oct 2021
Low-Resource Adaptation of Open-Domain Generative Chatbots Greyson Gerhard-Young R. Anantha Srinivas Chappidi Björn Hoffmeister 23 3 0 13 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems Neeraj Varshney Swaroop Mishra Chitta Baral 6 0 0 01 Jul 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering Gangwoo Kim Hyunjae Kim Jungsoo Park Jaewoo Kang 16 38 0 22 Jun 2021
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues Bo-Hsiang Tseng Shruti Bhargava Jiarui Lu Joel Ruben Antony Moniz Dhivya Piraviperumal Lin Li Hong-ye Yu 9 16 0 20 May 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 11 19 0 11 May 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy G. Weikum 21 50 0 11 May 2021