Unsupervised Question Answering by Cloze Translation

12 June 2019

Patrick Lewis

Papers citing "Unsupervised Question Answering by Cloze Translation"

41 / 41 papers shown

Title
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 55 1 0 29 Jul 2024
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering Xiusi Chen Jyun-Yu Jiang Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Wei Wang 19 11 0 08 Oct 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals Hongru Liang Jia-Wei Liu Weihong Du dingnan jin Wenqiang Lei Zujie Wen Jiancheng Lv 16 1 0 07 Jun 2023
A Practical Toolkit for Multilingual Question and Answer Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados SyDa 31 13 0 27 May 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados 25 20 0 26 May 2023
GenQ: Automated Question Generation to Support Caregivers While Reading Stories with Children Arun Balajiee Lekshmi Narayanan Ligia E. Gómez Martha Michelle Soto Fernandez Tri Minh Nguyen Chris Blais M. Restrepo A. Glenberg AI4Ed 21 1 0 26 May 2023
PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora D. Nagumothu B. Ofoghi G. Huang Peter W. Eklund RALM 16 5 0 03 Jan 2023
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 21 11 0 23 Nov 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice H. Oh 33 9 0 25 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 37 8 0 13 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 13 45 0 08 Oct 2022
Robust Domain Adaptation for Machine Reading Comprehension Liang Jiang Zhenyu Huang Jia-Wei Liu Zujie Wen Xiaoya Peng 21 0 0 23 Sep 2022
Generating Information-Seeking Conversations from Unlabeled Documents Gangwoo Kim Sungdong Kim Kang Min Yoo Jaewoo Kang 28 13 0 25 May 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen RALM LRM 8 6 0 16 Mar 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 35 33 0 19 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 15 26 0 01 Jan 2022
Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu Yizhou Sun Kai-Wei Chang RALM OnRL 31 6 0 21 Sep 2021
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 21 44 0 16 Sep 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts Ronald Seoh Ian Birle Mrinal Tak Haw-Shiuan Chang B. Pinette Alfred Hough 22 61 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 35 33 0 08 Sep 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 33 45 0 04 Sep 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Xianpei Han Le Sun SSL LRM 32 5 0 19 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation Max Bartolo Tristan Thrush Robin Jia Sebastian Riedel Pontus Stenetorp Douwe Kiela AAML 28 103 0 18 Apr 2021
Cooperative Self-training of Machine Reading Comprehension Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 15 11 0 12 Mar 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 40 229 0 13 Feb 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 36 97 0 02 Jan 2021
Studying Strategically: Learning to Mask for Closed-book QA Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa OffRL 24 11 0 31 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 25 35 0 04 Dec 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 27 4 0 24 Nov 2020
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 37 59 0 23 Oct 2020
Summary-Oriented Question Generation for Informational Queries Xusen Yin Li Zhou Kevin Small Jonathan May 15 3 0 19 Oct 2020
Understanding tables with intermediate pre-training Julian Martin Eisenschlos Syrine Krichene Thomas Müller LMTD 15 119 0 01 Oct 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 27 12 0 12 Sep 2020
Answering Questions on COVID-19 in Real-Time Jinhyuk Lee Sean S. Yi Minbyul Jeong Mujeen Sung Wonjin Yoon Yonghwa Choi Miyoung Ko Jaewoo Kang 18 43 0 29 Jun 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 19 34 0 02 May 2020
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation Ji Ma I. Korotkov Yinfei Yang Keith B. Hall Ryan T. McDonald RALM 22 32 0 29 Apr 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander R. Fabbri Patrick K. L. Ng Zhiguo Wang Ramesh Nallapati Bing Xiang 26 77 0 24 Apr 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary M. Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 57 1,236 0 11 Sep 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017