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Generation-Augmented Retrieval for Open-domain Question Answering

Annual Meeting of the Association for Computational Linguistics (ACL), 2020

17 September 2020

Xiaodong Liu

Papers citing "Generation-Augmented Retrieval for Open-domain Question Answering"

50 / 163 papers shown

Title
Evaluating Open-Domain Question Answering in the Era of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ehsan Kamalloo Nouha Dziri C. Clarke Davood Rafiei ELM 410 144 0 11 May 2023
Active Retrieval Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 353 459 0 11 May 2023
Expository Text Generation: Imitate, Retrieve, ParaphraseConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 191 11 0 05 May 2023
Retrieval-Augmented Classification with Decoupled Representation Xinnian Liang Shuangzhi Wu Hui Huang Jiaqi Bai Chao Bian Zhoujun Li 138 0 0 23 Mar 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 248 336 0 22 Mar 2023
SSR-TA: Sequence to Sequence based expert recurrent recommendation for ticket automation Chenhan Cao Xiaoyu Fang Bingqing Luo Bin Xia 164 1 0 30 Jan 2023
Generation-Augmented Query Expansion For Code Retrieval Dong Li Yelong Shen Ruoming Jin Yi Mao Kuan-Chieh Wang Weizhu Chen RALM 130 10 0 20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the VocabularyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 167 42 0 20 Dec 2022
Query-as-context Pre-training for Dense Passage RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 237 9 0 19 Dec 2022
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua Wu 201 5 0 19 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document ExpansionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao Siu-Ming Yiu Nan Duan RALM 247 4 0 18 Dec 2022
Open-Domain Conversational Question Answering with Historical Answers Hung-Chieh Fang Kuo-Han Hung Chao-Wei Huang Yun-Nung Chen RALM 158 14 0 17 Nov 2022
A Survey for Efficient Open Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 187 40 0 15 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shujian Zhang Chengyue Gong Xingchao Liu RALM 298 7 0 02 Nov 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation NegativesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 158 8 0 31 Oct 2022
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie RALM 149 4 0 27 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 198 42 0 21 Oct 2022
Query Expansion Using Contextual Clue Sampling with Language Models Linqing Liu Minghan Li Jimmy J. Lin Sebastian Riedel Pontus Stenetorp 188 14 0 13 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 300 18 0 11 Oct 2022
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-SupervisionInternational Conference on Computational Linguistics (COLING), 2022 Khalil Mrini Harpreet Singh Franck Dernoncourt Seunghyun Yoon Trung Bui Walter Chang E. Farcas Ndapandula Nakashole ELM AI4MH 167 6 0 30 Sep 2022
PROD: Progressive Distillation for Dense RetrievalThe Web Conference (WWW), 2022 Zhenghao Lin Yeyun Gong Xiao Liu Hang Zhang Chen Lin ... Jian Jiao Jing Lu Daxin Jiang Rangan Majumder Nan Duan 262 30 0 27 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsInternational Conference on Learning Representations (ICLR), 2022 Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 981 389 0 21 Sep 2022
DPTDR: Deep Prompt Tuning for Dense Passage RetrievalInternational Conference on Computational Linguistics (COLING), 2022 Zhen-Quan Tang Benyou Wang Ting Yao VLM 124 16 0 24 Aug 2022
ConTextual Masked Auto-Encoder for Dense Passage RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2022 Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 332 30 0 16 Aug 2022
Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue GenerationNeurocomputing (Neurocomputing), 2022 Zhongtian Hu Lifang Wang Yangqi Chen Yushuang Liu Ronghan Li Meng Zhao Xinyu Lu Zejun Jiang 185 10 0 30 Jul 2022
Skimming, Locating, then Perusing: A Human-Like Framework for Natural Language Video LocalizationACM Multimedia (ACM MM), 2022 Daizong Liu Wei Hu 185 43 0 27 Jul 2022
Topic-Grained Text Representation-based Model for Document RetrievalInternational Conference on Artificial Neural Networks (ICANN), 2022 Mengxue Du Shasha Li Jie Yu Jun Ma Bing Ji Bin Ji Wuhang Lin Zibo Yi 90 3 0 11 Jul 2022
Improving Wikipedia Verifiability with AINature Machine Intelligence (Nat. Mach. Intell.), 2022 Fabio Petroni Samuel Broscheit Aleksandra Piktus Patrick Lewis Gautier Izacard ... Timo Schick Pierre-Emmanuel Mazaré Armand Joulin Edouard Grave Sebastian Riedel 166 18 0 08 Jul 2022
QA Is the New KR: Question-Answer Pairs as Knowledge BasesAAAI Conference on Artificial Intelligence (AAAI), 2022 Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 215 7 0 01 Jul 2022
Questions Are All You Need to Train a Dense Passage RetrieverTransactions of the Association for Computational Linguistics (TACL), 2022 Devendra Singh Sachan M. Lewis Dani Yogatama Luke Zettlemoyer J. Pineau Manzil Zaheer RALM 348 66 0 21 Jun 2022
Optimizing Test-Time Query Representations for Dense RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee 197 7 0 25 May 2022
Two-Step Question Retrieval for Open-Domain QAFindings (Findings), 2022 Yeon Seonwoo Juhee Son Jiho Jin Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice Oh RALM LRM 142 5 0 19 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang D. Yin Haifeng Wang 262 63 0 18 May 2022
Better Retrieval May Not Lead to Better Question Answering Zhengzhong Liang Tushar Khot Steven Bethard Mihai Surdeanu Ashish Sabharwal RALM LRM 225 3 0 07 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QANorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zixian Huang Ao Wu Jiaying Zhou Yu Gu Yue Zhao Gong Cheng 140 29 0 30 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document IdentifiersNeural Information Processing Systems (NeurIPS), 2022 Michele Bevilacqua G. Ottaviano Patrick Lewis Anuj Kumar Sebastian Riedel Fabio Petroni KELM RALM 299 193 0 22 Apr 2022
Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs Zheng-Wang Liu Wei Zhang Yan Chen Weiyi Sun Tianchuan Du Benjamin Schroeder 128 5 0 11 Apr 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search EngineConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yifu Qiu Hongyu Li Yingqi Qu Ying-Cong Chen Qiaoqiao She Jing Liu Hua Wu Haifeng Wang RALM 252 22 0 19 Mar 2022
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 140 14 0 15 Mar 2022
Transformer Memory as a Differentiable Search IndexNeural Information Processing Systems (NeurIPS), 2022 Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 355 356 0 14 Feb 2022
Memory-assisted prompt editing to improve GPT-3 after deploymentConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Aman Madaan Niket Tandon Peter Clark Yiming Yang KELM 346 0 0 16 Jan 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 162 0 0 10 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing Surveys (CSUR), 2021 Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 414 1,344 0 01 Nov 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 394 285 0 14 Oct 2021
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 391 128 0 07 Oct 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Song Feng S. Patel H. Wan Sachindra Joshi 185 80 0 26 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 310 34 0 11 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 130 49 0 08 Sep 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage RetrievalFindings (Findings), 2021 Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 304 100 0 13 Aug 2021
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback Minghui Huang Dong Wang Shuang Liu Meizhen Ding 101 2 0 13 Aug 2021