Teaching Machines to Read and Comprehend

10 June 2015

Papers citing "Teaching Machines to Read and Comprehend"

50 / 580 papers shown

Title
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 13 113 0 06 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 27 32 0 24 Jun 2018
Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning Zecheng He Aswin Raghavan Guangyuan Hu S. Chai Ruby B. Lee 21 4 0 18 Jun 2018
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 22 36 0 14 Jun 2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation Francis Grégoire Philippe Langlais 13 43 0 13 Jun 2018
Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task An Yang Kai-Chun Liu Jing Liu Yajuan Lyu Sujian Li 6 40 0 10 Jun 2018
Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU Harini Suresh Jen J. Gong John Guttag 25 85 0 07 Jun 2018
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification Xiang Jiang Mohammad Havaei Gabriel Chartrand Hassan Chouaib Thomas Vincent Andrew Jesson Nicolas Chapados Stan Matwin VLM 14 18 0 03 Jun 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 28 63 0 30 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 18 135 0 28 May 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 22 179 0 21 May 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 19 109 0 20 May 2018
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension Bhavana Dalvi Lifu Huang Niket Tandon Wen-tau Yih Peter Clark AI4TS 16 134 0 17 May 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 27 38 0 16 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 27 160 0 15 May 2018
A Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification Martin Längkvist Amy Loutfi 8 11 0 14 May 2018
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens Marek Rei Anders Søgaard 17 53 0 06 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 34 548 0 30 Apr 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 25 19 0 27 Apr 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 1,091 0 23 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 14 201 0 17 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 30 740 0 16 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 13 49 0 12 Apr 2018
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow Ziyu Yao Daniel S. Weld Wei-Peng Chen Huan Sun 11 100 0 26 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 27 558 0 18 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 13 105 0 14 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 38 1,158 0 06 Mar 2018
Live Blog Corpus for Summarization S. AvineshP.V. Maxime Peyrard Christian M. Meyer 6 9 0 27 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 28 545 0 23 Feb 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 43 55 0 09 Feb 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 43 98 0 23 Jan 2018
Attentive Recurrent Tensor Model for Community Question Answering Gaurav Bhatt Shivam Kumar Sharma Balasubramanian Raman 11 1 0 21 Jan 2018
Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai Xingdi Yuan Soroush Mehri Adam Trischler 21 13 0 28 Dec 2017
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 20 32 0 19 Dec 2017
Distance-based Self-Attention Network for Natural Language Inference Jinbae Im Sungzoon Cho 43 76 0 06 Dec 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 44 29 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 52 447 0 10 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 30 73 0 09 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 21 32 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 21 2 0 01 Nov 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 33 41 0 02 Oct 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 14 748 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 15 264 0 13 Sep 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 35 84 0 28 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 29 19 0 14 Jul 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 22 128 0 07 Jul 2017
Long-Term Memory Networks for Question Answering Fenglong Ma Radha Chitta Saurabh Kataria Jing Zhou Palghat Ramesh Tong Sun Jing Gao KELM 21 10 0 06 Jul 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers Edward Collins Isabelle Augenstein Sebastian Riedel 13 99 0 13 Jun 2017
Clinical Intervention Prediction and Understanding using Deep Networks Harini Suresh Nathan Hunt Alistair E. W. Johnson Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OOD 25 131 0 23 May 2017