Making Neural QA as Simple as Possible but not Simpler

14 March 2017

Papers citing "Making Neural QA as Simple as Possible but not Simpler"

50 / 111 papers shown

Title
What Question Answering can Learn from Trivia Nerds Jordan L. Boyd-Graber Benjamin Borschinger 24 36 0 31 Oct 2019
An Empirical Study of Content Understanding in Conversational Question Answering Ting-Rui Chiang Hao-Tong Ye Yun-Nung (Vivian) Chen ELM 31 8 0 24 Sep 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model Tsung-Yuan Hsu Chi-Liang Liu Hung-yi Lee 26 60 0 15 Sep 2019
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension Todor Mihaylov Anette Frank 23 29 0 28 Aug 2019
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung H. Bui Kyomin Jung 27 3 0 24 Aug 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 19 18 0 23 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 22 594 0 22 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 19 1 0 13 Jul 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 35 33 0 30 Jun 2019
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language Leon Weber Pasquale Minervini Jannes Munchmeyer Ulf Leser Tim Rocktaschel NAI LRM 13 94 0 14 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 18 39 0 12 Jun 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 18 31 0 10 Jun 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 25 2 0 23 May 2019
Understanding Dataset Design Choices for Multi-hop Reasoning Jifan Chen Greg Durrett LRM 8 97 0 27 Apr 2019
Language Model Pre-training for Hierarchical Document Representations Ming-Wei Chang Kristina Toutanova Kenton Lee Jacob Devlin 12 24 0 26 Jan 2019
HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering Liang Pang Yanyan Lan J. Guo Jun Xu Lixin Su Xueqi Cheng 18 37 0 12 Jan 2019
End-to-End Learning for Answering Structured Queries Directly over Text Paul T. Groth A. Scerri Ron Daniel Bradley Paul Allen 6 1 0 15 Nov 2018
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 17 48 0 10 Nov 2018
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts Peng Shi J. Rao Jimmy J. Lin 8 7 0 02 Nov 2018
A Fully Attention-Based Information Retriever Alvaro H. C. Correia Jorge Luiz Moreira Silva Thiago de C. Martins Fabio Gagliardi Cozman 28 4 0 22 Oct 2018
Adversarial Text Generation Without Reinforcement Learning David Donahue Anna Rumshisky GAN 8 29 0 11 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 669 0 21 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 23 51 0 18 Sep 2018
Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka 13 61 0 10 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 40 1,396 0 08 Sep 2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks Linfeng Song Zhiguo Wang Mo Yu Yue Zhang Radu Florian D. Gildea GNN 19 108 0 06 Sep 2018
A3Net: Adversarial-and-Attention Network for Machine Reading Comprehension Jiuniu Wang Xingyu Fu Guangluan Xu Yirong Wu Ziyan Chen Yang Wei Li Jin AIMat 14 2 0 03 Sep 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 35 224 0 29 Aug 2018
What Makes Reading Comprehension Questions Easier? Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa 25 117 0 28 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 31 1,165 0 21 Aug 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 16 113 0 06 Jul 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 25 640 0 20 Jun 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 22 13 0 20 Jun 2018
Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke Konrad Zolna Alessandro Sordoni Zhouhan Lin Adam Trischler Yoshua Bengio Joelle Pineau Laurent Charlin C. Pal AIMat 24 25 0 12 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 81 2,790 0 11 Jun 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 22 163 0 21 May 2018
Towards Inference-Oriented Reading Comprehension: ParallelQA Soumya Wadhwa Varsha Embar Matthias Grabmair Eric Nyberg 9 9 0 10 May 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 28 117 0 06 May 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 35 1,092 0 23 Apr 2018
Reduce, Reuse, Recycle: New uses for old QA resources Jeff Mitchell Sebastian Riedel 10 0 0 22 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 34 194 0 21 Apr 2018
Translating Questions into Answers using DBPedia n-triples Mihael Arcan 18 0 0 07 Mar 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 25 38 0 25 Jan 2018
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 33 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 16 198 0 10 Dec 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 35 183 0 16 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 47 29 0 14 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 33 5 0 10 Nov 2017
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks Yelong Shen Xiaodong Liu Kevin Duh Jianfeng Gao LRM 24 12 0 09 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 35 109 0 31 Oct 2017