AmbigQA: Answering Ambiguous Open-domain Questions

22 April 2020

Luke Zettlemoyer

Papers citing "AmbigQA: Answering Ambiguous Open-domain Questions"

50 / 212 papers shown

Title
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong Weijia Shi Wen-tau Yih Luke Zettlemoyer 10 19 0 25 Oct 2022
SciFact-Open: Towards open-domain scientific claim verification David Wadden Kyle Lo Bailey Kuehl Arman Cohan Iz Beltagy Lucy Lu Wang Hannaneh Hajishirzi LRM 22 55 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 19 91 0 25 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 34 33 0 21 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 221 321 0 21 Sep 2022
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction Martin Fajcik P. Motlícek Pavel Smrz 26 18 0 28 Jul 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 29 165 0 27 Jul 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages Akari Asai Shayne Longpre Jungo Kasai Chia-Hsuan Lee Rui Zhang Junjie Hu Ikuya Yamada J. Clark Eunsol Choi LRM 17 14 0 02 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
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 19 5 0 25 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 8 21 0 25 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 24 16 0 19 May 2022
Automated Crossword Solving Eric Wallace Nicholas Tomlin Albert Xu Kevin Kaichuang Yang Eshaan Pathak Matthew Ginsberg Dan Klein 35 12 0 19 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 41 27 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
ASQA: Factoid Questions Meet Long-Form Answers Ivan Stelmakh Yi Luan Bhuwan Dhingra Ming-Wei Chang 19 156 0 12 Apr 2022
Entity-Centric Query Refinement David Wadden Nikita Gupta Kenton Lee Kristina Toutanova LRM 7 0 0 02 Apr 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 22 43 0 15 Feb 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 17 45 0 16 Dec 2021
Database Search Results Disambiguation for Task-Oriented Dialog Systems Kun Qian Ahmad Beirami Satwik Kottur Shahin Shayandeh Paul A. Crook A. Geramifard Zhou Yu Chinnadhurai Sankar 30 15 0 15 Dec 2021
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study Weijia Zhang Svitlana Vakulenko Thilina C. Rajapakse Yumo Xu Evangelos Kanoulas RALM 20 5 0 14 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey 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 55 1,029 0 01 Nov 2021
Retrieval-guided Counterfactual Generation for QA Bhargavi Paranjape Matthew Lamm Ian Tenney 25 31 0 14 Oct 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 59 33 0 13 Oct 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents Song Feng S. Patel H. Wan Sachindra Joshi 49 66 0 26 Sep 2021
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding Joo-Kyung Kim Guoyin Wang Sungjin Lee Young-Bum Kim 14 9 0 25 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 25 136 0 13 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 151 35 0 11 Sep 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels Shujian Zhang Chengyue Gong Eunsol Choi 18 32 0 09 Sep 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories David Wilmot Frank Keller RALM KELM 16 21 0 08 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 17 46 0 08 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 33 33 0 08 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 27 85 0 03 Sep 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering A. Li Patrick K. L. Ng Peng-Tao Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 119 31 0 05 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
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 32 37 0 05 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 19 5 0 05 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
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP Anthony Chen Pallavi Gudipati Shayne Longpre Xiao Ling Sameer Singh 9 37 0 12 Jun 2021
Summary Grounded Conversation Generation R. Chulaka Gunasekara Guy Feigenblat Benjamin Sznajder Sachindra Joshi D. Konopnicki 11 8 0 07 Jun 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval Sewon Min Kenton Lee Ming-Wei Chang Kristina Toutanova Hannaneh Hajishirzi 8 39 0 17 Apr 2021
Toward Deconfounding the Influence of Entity Demographics for Question Answering Accuracy Maharshi Gor Kellie Webster Jordan L. Boyd-Graber CML FaML 8 10 0 15 Apr 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM LRM 19 30 0 13 Apr 2021
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 29 21 0 01 Apr 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 21 8 0 21 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 23 228 0 13 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 246 283 0 02 Feb 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering Najoung Kim Ellie Pavlick Burcu Karagol Ayan Deepak Ramachandran 70 43 0 02 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 134 37 0 01 Jan 2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned Sewon Min Jordan L. Boyd-Graber Chris Alberti Danqi Chen Eunsol Choi ... Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Wen-tau Yih 12 61 0 01 Jan 2021