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Bidirectional Attention Flow for Machine Comprehension

5 November 2016

Papers citing "Bidirectional Attention Flow for Machine Comprehension"

50 / 829 papers shown

Title
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 464 286 0 04 Jan 2021
Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text TransformationAAAI Conference on Artificial Intelligence (AAAI), 2021 Ning Bian Xianpei Han Bo Chen Le Sun ELM 145 46 0 04 Jan 2021
Coreference Resolution without Span RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yuval Kirstain Ori Ram Omer Levy 195 79 0 02 Jan 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex QuestionsAAAI Conference on Artificial Intelligence (AAAI), 2020 Shaobo Li Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Chengjie Sun Zhenzhou Ji Bingquan Liu RALM 146 33 0 31 Dec 2020
SG-Net: Syntax Guided Transformer for Language RepresentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 288 46 0 27 Dec 2020
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-trainingAAAI Conference on Artificial Intelligence (AAAI), 2020 Yongkang Liu Shi Feng Daling Wang Kaisong Song Feiliang Ren Yifei Zhang LRM 117 22 0 21 Dec 2020
Adaptive Bi-directional Attention: Exploring Multi-Granularity Representations for Machine Reading ComprehensionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Polydoros Giannouris Fenglin Liu Chenyu You Peilin Zhou Yuexian Zou 241 30 0 20 Dec 2020
Trying Bilinear Pooling in Video-QA T. Winterbottom S. Xiao A. McLean Noura Al Moubayed 159 4 0 18 Dec 2020
On Modality Bias in the TVQA DatasetBritish Machine Vision Conference (BMVC), 2020 T. Winterbottom S. Xiao A. McLean Noura Al Moubayed 153 44 0 18 Dec 2020
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen S. Yu Haoran Wang 862 5 0 18 Dec 2020
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery Snehasish Mukherjee Phaniram Sayapaneni Shankara B. Subramanya 106 3 0 13 Dec 2020
Bew: Towards Answering Business-Entity-Related Web Questions Qingqing Cao Oriana Riva A. Balasubramanian Niranjan Balasubramanian 72 0 0 10 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yangming Li Lemao Liu Shuming Shi 278 5 0 10 Dec 2020
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension Lingyong Yan Xianpei Han Le Sun Liu Fangchao Ning Bian 156 2 0 08 Dec 2020
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading Viktor Schlegel Goran Nenadic Riza Batista-Navarro 170 20 0 07 Dec 2020
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Leilei Gan Jiwei Li MILM XAI LRM FAtt 266 40 0 03 Dec 2020
Learning from others' mistakes: Avoiding dataset biases without modeling themInternational Conference on Learning Representations (ICLR), 2020 Victor Sanh Thomas Wolf Yonatan Belinkov Alexander M. Rush 261 123 0 02 Dec 2020
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises Nham Le T. Lai Trung Bui Doo Soon Kim 163 0 0 26 Nov 2020
XTQA: Span-Level Explanations of the Textbook Question AnsweringIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Jie Ma Q. Zheng Jun Liu Qingyu Yin Jianlong Zhou Y. Huang 142 17 0 25 Nov 2020
The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability Sunipa Dev 248 1 0 25 Nov 2020
iPerceive: Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering Vasu Sharma Gurneet Arora Navpreet Kaloty 164 39 0 16 Nov 2020
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic EnvironmentsFindings (Findings), 2020 Hyounghun Kim Abhaysinh Zala Graham Burri Hao Tan Joey Tianyi Zhou LM&Ro 169 17 0 15 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 189 48 0 14 Nov 2020
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou Jian Pei Ming Gong Wanli Zuo Daxin Jiang 154 9 0 11 Nov 2020
E-commerce Query-based Generation based on User Review Yiren Liu Kuan-Ying Lee 68 1 0 11 Nov 2020
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension Siyu Long Ran Wang Kun Tao Jiali Zeng Xinyu Dai 101 8 0 09 Nov 2020
On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages S. Bhattamishra Kabir Ahuja Navin Goyal ReLM 180 13 0 08 Nov 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Christopher Clark Mark Yatskar Luke Zettlemoyer 193 63 0 07 Nov 2020
Context-Aware Answer Extraction in Question Answering Yeon Seonwoo Ji-Hoon Kim Jung-Woo Ha Alice Oh 162 32 0 05 Nov 2020
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 189 109 0 03 Nov 2020
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Yunpeng Weng Xu Chen Liang Chen Wei Liu GNN 110 12 0 03 Nov 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted LearningInternational Conference on Computational Linguistics (COLING), 2020 Jon Ander Campos Dong Wang Arantxa Otegi Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 120 6 0 01 Nov 2020
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question AnsweringIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020 Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 220 41 0 30 Oct 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge DistillationInternational Conference on Computational Linguistics (COLING), 2020 Junhao Liu Linjun Shou Jian Pei Ming Gong Min Yang Daxin Jiang 118 13 0 27 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 407 62 0 23 Oct 2020
Knowledge Distillation for Improved Accuracy in Spoken Question Answering Chenyu You Polydoros Giannouris Yuexian Zou 372 56 0 21 Oct 2020
TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware DialogInterspeech (Interspeech), 2020 Wubo Li Dongwei Jiang Wei Zou Xiangang Li 120 6 0 21 Oct 2020
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering Srini Iyer Sewon Min Yashar Mehdad Anuj Kumar LRM 358 14 0 21 Oct 2020
Bi-directional Cognitive Thinking Network for Machine Reading ComprehensionInternational Conference on Computational Linguistics (COLING), 2020 Wei Peng Yue Hu Luxi Xing Yuqiang Xie Jing Yu Yajing Sun Xiangpeng Wei 126 7 0 20 Oct 2020
Technical Question Answering across Tasks and DomainsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Wenhao Yu Lingfei Wu Yu Deng Qingkai Zeng R. Mahindru S. Guven Meng Jiang 163 8 0 19 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health RecordsMachine Learning in Health Care (MLHC), 2020 Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 238 41 0 19 Oct 2020
Understanding Unnatural Questions Improves Reasoning over TextInternational Conference on Computational Linguistics (COLING), 2020 Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari LRM 115 2 0 19 Oct 2020
Multi-hop Question Generation with Graph Convolutional NetworkFindings (Findings), 2020 Jane Polak Scowcroft Yan Xu Wenliang Dai Ziwei Ji Tiezheng Yu Pascale Fung 195 41 0 19 Oct 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ye Liu Sheng Zhang Rui Song Suo Feng Yanghua Xiao 140 8 0 19 Oct 2020
Towards Interpreting BERT for Reading Comprehension Based QAConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra 165 32 0 18 Oct 2020
Hierarchical Conditional Relation Networks for Multimodal Video Question AnsweringInternational Journal of Computer Vision (IJCV), 2020 T. Le Vuong Le Svetha Venkatesh T. Tran BDL 298 28 0 18 Oct 2020
Question Answering over Knowledge Base using Language Model EmbeddingsIEEE International Joint Conference on Neural Network (IJCNN), 2020 Japa Sai Sharath Banafsheh Rekabdar 72 12 0 17 Oct 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion Ankur Goswami Akshata Bhat Hadar Ohana Theodoros Rekatsinas ReLM 124 17 0 14 Oct 2020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu HAI 179 60 0 13 Oct 2020
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Hendrik Schuff Heike Adel Ngoc Thang Vu ELM 176 20 0 13 Oct 2020