Teaching Machines to Read and Comprehend

10 June 2015

Papers citing "Teaching Machines to Read and Comprehend"

50 / 580 papers shown

Title
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 29 90 0 15 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 25 187 0 14 Aug 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 69 433 0 29 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 29 18 0 19 Jul 2019
TWEETQA: A Social Media Focused Question Answering Dataset Wenhan Xiong Jiawei Wu Hong Wang Vivek Kulkarni Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 24 75 0 14 Jul 2019
Weak Supervision Enhanced Generative Network for Question Generation Yutong Wang Jiyuan Zheng Qijiong Liu Zhou Zhao Jun Xiao Yueting Zhuang OOD 14 6 0 01 Jul 2019
Hindi Question Generation Using Dependency Structures Kaveri Anuranjana Anvesh Rao Vijjini R. Mamidi 16 8 0 20 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 21 31 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
HEAD-QA: A Healthcare Dataset for Complex Reasoning David Vilares Carlos Gómez-Rodríguez 24 80 0 11 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 21 56 0 11 Jun 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alex Mott Daniel Zoran Mike Chrzanowski Daan Wierstra Danilo Jimenez Rezende 26 188 0 06 Jun 2019
Question Answering as an Automatic Evaluation Metric for News Article Summarization Matan Eyal Tal Baumel Michael Elhadad ELM 25 113 0 02 Jun 2019
Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Ernest Valveny C. V. Jawahar Dimosthenis Karatzas 36 343 0 31 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 23 377 0 16 May 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 19 77 0 10 Apr 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context Jun Seok Kang IV RobertL.Logan Zewei Chu Yang Chen Dheeru Dua Kevin Gimpel Sameer Singh Niranjan Balasubramanian 28 11 0 05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 46 323 0 05 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 36 52 0 03 Apr 2019
Neural Abstractive Text Summarization and Fake News Detection S. Esmaeilzadeh Gao Xian Peh Angela Xu 12 25 0 24 Mar 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 19 19 0 14 Mar 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 31 1,299 0 26 Feb 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 27 14 0 25 Feb 2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 15 245 0 25 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 21 286 0 22 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 16 293 0 01 Feb 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 39 131 0 27 Jan 2019
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach Chuan Qin Hengshu Zhu Tong Xu Chen Zhu Liang Jiang Enhong Chen Hui Xiong 19 164 0 21 Dec 2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 15 33 0 17 Dec 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 30 173 0 29 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 12 181 0 02 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 13 14 0 01 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 24 116 0 31 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 30 182 0 17 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018
U-Net: Machine Reading Comprehension with Unanswerable Questions Fu Sun Linyang Li Xipeng Qiu Yang Liu 24 47 0 12 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 669 0 21 Sep 2018
Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks Ramin M. Hasani Alexander Amini Mathias Lechner Felix Naser Radu Grosu Daniela Rus 28 25 0 11 Sep 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 36 617 0 05 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 13 201 0 03 Sep 2018
Interpretation of Natural Language Rules in Conversational Machine Reading Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktaschel Mike Sheldon Guillaume Bouchard Sebastian Riedel 27 160 0 28 Aug 2018
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation Hardy Hardy Andreas Vlachos 24 69 0 28 Aug 2018
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 23 75 0 23 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei-Ye Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 20 7 0 20 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 22 156 0 19 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 18 17 0 07 Aug 2018
"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention Tianlang Chen Zhongping Zhang Quanzeng You Chen Fang Zhaowen Wang Hailin Jin Jiebo Luo 24 86 0 10 Jul 2018
Troubling Trends in Machine Learning Scholarship Zachary Chase Lipton Jacob Steinhardt 23 288 0 09 Jul 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences Qingyu Zhou Nan Yang Furu Wei Shaohan Huang M. Zhou T. Zhao 20 320 0 06 Jul 2018