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Bidirectional Attention Flow for Machine Comprehension

5 November 2016

Papers citing "Bidirectional Attention Flow for Machine Comprehension"

50 / 822 papers shown

Title
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering Vikas Yadav Rebecca Sharp Mihai Surdeanu 82 16 0 05 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 90 32 0 24 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 157 647 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 49 13 0 20 Jun 2018
Comparative Analysis of Neural QA models on SQuAD Soumya Wadhwa Khyathi Chandu Eric Nyberg ELM 60 13 0 18 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 318 2,858 0 11 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 31 42 0 10 Jun 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 68 112 0 05 Jun 2018
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction Yi Tay Anh Tuan Luu S. Hui 72 35 0 03 Jun 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset Michael Boratko Harshit Padigela Divyendra Mikkilineni Pritish Yuvraj Rajarshi Das ... Pavan Kapanipathi Nicholas Mattei Ryan Musa Kartik Talamadupula Michael Witbrock 82 68 0 01 Jun 2018
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings Yuyu Zhang H. Dai Kamil Toraman Le Song RALM 61 28 0 31 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 86 163 0 21 May 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 77 179 0 21 May 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 86 188 0 19 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 62 24 0 18 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 76 136 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 81 38 0 16 May 2018
Towards Inference-Oriented Reading Comprehension: ParallelQA Soumya Wadhwa Varsha Embar Matthias Grabmair Eric Nyberg 49 9 0 10 May 2018
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum Omer Levy Kenton Lee Nicholas FitzGerald Luke Zettlemoyer RALM 66 34 0 09 May 2018
Reasoning with Sarcasm by Reading In-between Yi Tay Anh Tuan Luu S. Hui Jian Su LRM 77 174 0 08 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 88 117 0 06 May 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang 97 13 0 02 May 2018
Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification Lin Wu Yang Wang Junbin Gao Dacheng Tao 63 21 0 30 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 116 1,095 0 23 Apr 2018
Reduce, Reuse, Recycle: New uses for old QA resources Jeff Mitchell Sebastian Riedel 20 0 0 22 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 88 197 0 21 Apr 2018
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks Wasi Uddin Ahmad Xueying Bai Zhechao Huang Chao Jiang Nanyun Peng Kai-Wei Chang SSL 65 6 0 21 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 140 56 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.2K 7,211 0 20 Apr 2018
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization Bernhard Kratzwald Stefan Feuerriegel 98 237 0 19 Apr 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning Hao Tan Joey Tianyi Zhou BDL CoGe 54 16 0 18 Apr 2018
Robust Machine Comprehension Models via Adversarial Training Yicheng Wang Joey Tianyi Zhou AAML 84 117 0 17 Apr 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 85 105 0 16 Apr 2018
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text Peter Clark Bhavana Dalvi Niket Tandon 84 27 0 15 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 71 49 0 12 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 73 19 0 10 Apr 2018
Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension Chia-Hsuan Lee Szu-Lin Wu Chi-Liang Liu Hung-yi Lee 74 99 0 01 Apr 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 90 1,188 0 26 Mar 2018
Pay More Attention - Neural Architectures for Question-Answering Zia Hasan Sebastian Fischer 46 2 0 25 Mar 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 51 34 0 24 Mar 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 102 1,284 0 20 Mar 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 122 573 0 20 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 240 2,676 0 14 Mar 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 227 1,671 0 14 Mar 2018
Neural Architectures for Open-Type Relation Argument Extraction Benjamin Roth Costanza Conforti Nina Poerner Sanjeev Kumar Karn Hinrich Schütze BDL 41 13 0 05 Mar 2018
CAESAR: Context Awareness Enabled Summary-Attentive Reader Long-Huei Chen Kshitiz Tripathi 24 0 0 04 Mar 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 69 67 0 28 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 296 11,575 0 15 Feb 2018
Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus Jian-xiong Dong Jim Huang 91 24 0 07 Feb 2018
Question-Answer Selection in User to User Marketplace Conversations Girish Kumar Matthew Henderson Shannon Chan Hoang-Diep Nguyen L. Ngoo 50 8 0 06 Feb 2018