PIE-QG: Paraphrased Information Extraction for Unsupervised Question
Generation from Small Corpora

PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora

3 January 2023

Peter W. Eklund

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Papers citing "PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora"

18 / 18 papers shown

Title
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 62 44 0 16 Sep 2021
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 57 59 0 23 Oct 2020
GECToR -- Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk Vitaliy Atrasevych Artem Chernodub Oleksandr Skurzhanskyi 74 316 0 26 May 2020
Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li Wenhui Wang Li Dong Furu Wei Ke Xu 55 40 0 06 May 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander R. Fabbri Patrick Ng Zhiguo Wang Ramesh Nallapati Bing Xiang 74 77 0 24 Apr 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 288 2,050 0 18 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,298 0 23 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 71 307 0 22 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,444 0 19 Jun 2019
Unsupervised Question Answering by Cloze Translation Patrick Lewis Ludovic Denoyer Sebastian Riedel 44 139 0 12 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 284 2,845 0 11 Jun 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 78 197 0 21 Apr 2018
Answering Complex Questions Using Open Information Extraction Tushar Khot Ashish Sabharwal Peter Clark RALM 47 112 0 19 Apr 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 103 893 0 29 Nov 2016
Deep Reinforcement Learning for Mention-Ranking Coreference Models Kevin Clark Christopher D. Manning ALM NoLa 65 372 0 27 Sep 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 292 8,160 0 16 Jun 2016