Attention-over-Attention Neural Networks for Reading Comprehension

15 July 2016

Papers citing "Attention-over-Attention Neural Networks for Reading Comprehension"

47 / 147 papers shown

Title
A Boo(n) for Evaluating Architecture Performance Ondrej Bajgar Rudolf Kadlec Jan Kleindienst FedML UQCV 6 3 0 05 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 24 32 0 24 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 16 25 0 12 Jun 2018
Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition Triggers Andre Cianflone Yulan Feng Jad Kabbara Jackie C.K. Cheung 56 9 0 11 Jun 2018
Dependent Gated Reading for Cloze-Style Question Answering Reza Ghaeini Xiaoli Z. Fern Hamed Shahbazi Prasad Tadepalli RALM 14 8 0 26 May 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 19 177 0 21 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 8 385 0 10 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 21 1,091 0 23 Apr 2018
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks Binxuan Huang Yanglan Ou Kathleen M. Carley 19 320 0 18 Apr 2018
Pay More Attention - Neural Architectures for Question-Answering Zia Hasan Sebastian Fischer 14 2 0 25 Mar 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 11 34 0 24 Mar 2018
HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension Z. Chen Yiming Cui Wentao Ma Shijin Wang Ting Liu Guoping Hu 16 14 0 15 Mar 2018
The emergent algebraic structure of RNNs and embeddings in NLP Sean A. Cantrell 17 2 0 07 Mar 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 14 67 0 28 Feb 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 19 41 0 10 Dec 2017
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation Chang Zhou Jinze Bai Junshuai Song Xiaofei Liu Zhengchao Zhao Xiusi Chen Jun Gao HAI 30 305 0 17 Nov 2017
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 17 160 0 14 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua-Hong Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 34 274 0 14 Nov 2017
Attend and Diagnose: Clinical Time Series Analysis using Attention Models Huan-Zhi Song Deepta Rajan Jayaraman J. Thiagarajan A. Spanias MLAU 47 446 0 10 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 19 2 0 01 Nov 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 25 21 0 08 Oct 2017
The First Evaluation of Chinese Human-Computer Dialogue Technology Weinan Zhang Zhigang Chen Wanxiang Che Guoping Hu Ting Liu ALM 25 28 0 29 Sep 2017
Dataset for the First Evaluation on Chinese Machine Reading Comprehension Yiming Cui Ting Liu Z. Chen Wentao Ma Shijin Wang Guoping Hu 24 23 0 25 Sep 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 27 84 0 28 Jul 2017
Question Dependent Recurrent Entity Network for Question Answering Andrea Madotto Giuseppe Attardi KELM 22 7 0 25 Jul 2017
Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks Cicero Nogueira dos Santos Kahini Wadhawan Bowen Zhou GAN 22 30 0 07 Jul 2017
Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation Van-Khanh Tran Le-Minh Nguyen 23 33 0 21 Jun 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 17 69 0 08 May 2017
A Comparative Study of Word Embeddings for Reading Comprehension Bhuwan Dhingra Hanxiao Liu Ruslan Salakhutdinov William W. Cohen 20 40 0 02 Mar 2017
Structural Embedding of Syntactic Trees for Machine Comprehension R. Liu Junjie Hu Wei Wei Zi Yang Eric Nyberg NAI 18 49 0 02 Mar 2017
Scaffolding Networks: Incremental Learning and Teaching Through Questioning Asli Celikyilmaz Li Deng Lihong Li Chong-Jun Wang LRM CLL 6 2 0 28 Feb 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 11 111 0 15 Feb 2017
Semi-Supervised QA with Generative Domain-Adaptive Nets Zhilin Yang Junjie Hu Ruslan Salakhutdinov William W. Cohen OOD 24 151 0 07 Feb 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 19 226 0 12 Dec 2016
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 6 101 0 06 Dec 2016
Emergent Predication Structure in Hidden State Vectors of Neural Readers Hai Wang Takeshi Onishi Kevin Gimpel David A. McAllester 11 7 0 23 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 19 100 0 06 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 27 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 28 2,084 0 05 Nov 2016
End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension Yang Yu Wei Zhang K. Hasan Mo Yu Bing Xiang Bowen Zhou 8 75 0 31 Oct 2016
Broad Context Language Modeling as Reading Comprehension Zewei Chu Hai Wang Kevin Gimpel David A. McAllester 6 24 0 26 Oct 2016
Reasoning with Memory Augmented Neural Networks for Language Comprehension Tsendsuren Munkhdalai Hong-ye Yu 38 24 0 20 Oct 2016
Embracing data abundance: BookTest Dataset for Reading Comprehension Ondrej Bajgar Rudolf Kadlec Jan Kleindienst 14 65 0 04 Oct 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 14 306 0 17 Sep 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou W. Xu 16 93 0 21 Jul 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 6 416 0 05 Jun 2016