A Study of the Tasks and Models in Machine Reading Comprehension

23 January 2020

Papers citing "A Study of the Tasks and Models in Machine Reading Comprehension"

15 / 15 papers shown

Title
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 33 102 0 21 May 2019
A Deep Cascade Model for Multi-Document Reading Comprehension Ming Yan Jiangnan Xia Chen Henry Wu Bin Bi Zhongzhou Zhao Ji Zhang Luo Si Rui Wang Wei Wang Haiqing Chen 23 51 0 28 Nov 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 147 2,818 0 11 Jun 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 44 117 0 06 May 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 72 759 0 19 Dec 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 93 907 0 01 Aug 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 54 84 0 28 Jul 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 144 2,576 0 09 May 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 57 455 0 18 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 81 2,003 0 31 Mar 2017
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 61 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 94 2,088 0 05 Nov 2016
Learning Recurrent Span Representations for Extractive Question Answering Kenton Lee Shimi Salant Tom Kwiatkowski Ankur P. Parikh Dipanjan Das Jonathan Berant RALM 55 150 0 04 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 109 8,067 0 16 Jun 2016
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 68 633 0 07 Nov 2015