Gated-Attention Readers for Text Comprehension

5 June 2016

Papers citing "Gated-Attention Readers for Text Comprehension"

50 / 69 papers shown

Title
VideoDistill: Language-aware Vision Distillation for Video Question Answering Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao VGen 50 1 0 01 Apr 2024
Graph Attention with Hierarchies for Multi-hop Question Answering Yunjie He P. Gorinski Ieva Staliunaite Pontus Stenetorp 18 2 0 27 Jan 2023
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 35 3 0 08 Dec 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning Fangzhi Xu Jun Liu Qika Lin Yudai Pan Lingling Zhang 29 24 0 02 May 2022
FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty Liqian Ma Stamatios Georgoulis Xu Jia Luc Van Gool 32 6 0 04 Apr 2022
elBERto: Self-supervised Commonsense Learning for Question Answering Xunlin Zhan Yuan Li Xiao Dong Xiaodan Liang Zhiting Hu Lawrence Carin SSL RALM LRM 24 7 0 17 Mar 2022
Sequential Attention Module for Natural Language Processing Mengyuan Zhou Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo AI4TS 27 2 0 07 Sep 2021
Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models Yiming Cui Weinan Zhang Wanxiang Che Ting Liu Zhigang Chen Shijin Wang LRM 25 9 0 26 Aug 2021
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model Zhiqi Huang Fenglin Liu Xian Wu Shen Ge Helin Wang Wei Fan Yuexian Zou AuLLM 29 2 0 04 Jul 2021
FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks Yi-Ling Hsu Yu-Che Tsai Cheng-Te Li AIFin AI4TS 33 16 0 18 Jun 2021
Dynamic Language Models for Continuously Evolving Content Spurthi Amba Hombaiah Tao Chen Mingyang Zhang Michael Bendersky Marc Najork CLL KELM 40 37 0 11 Jun 2021
A Survey on Natural Language Video Localization Xinfang Liu Xiushan Nie Zhifang Tan Jie Guo Yilong Yin 28 7 0 01 Apr 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 26 95 0 10 Feb 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 33 9 0 24 Dec 2020
Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra 42 30 0 18 Oct 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 41 152 0 30 Jul 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jian Liu Leyang Cui Hanmeng Liu Dandan Huang Yile Wang Yue Zhang RALM 14 335 0 16 Jul 2020
Hybrid Models for Learning to Branch Prateek Gupta Maxime Gasse Elias Boutros Khalil M. P. Kumar Andrea Lodi Yoshua Bengio GNN 22 123 0 26 Jun 2020
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension Petros Stavropoulos Dimitris Pappas John Pavlopoulos Ryan T. McDonald 16 50 0 13 May 2020
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks Yekun Chai Jin Shuo Xinwen Hou 23 16 0 17 Apr 2020
Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation Aman Shenoy Ashish Sardana 13 103 0 19 Feb 2020
Retrospective Reader for Machine Reading Comprehension ZhuoSheng Zhang Junjie Yang Hai Zhao RALM 25 226 0 27 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
Attending to Entities for Better Text Understanding Pengxiang Cheng K. Erk LRM 19 37 0 11 Nov 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 30 219 0 30 Oct 2019
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 13 74 0 07 Oct 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 27 447 0 31 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension ZhuoSheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 30 187 0 14 Aug 2019
EQuANt (Enhanced Question Answer Network) Franccois-Xavier Aubet D. Danks Yuchen Zhu 21 3 0 24 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
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 22 84 0 02 Jun 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 24 162 0 14 May 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 32 14 0 25 Feb 2019
Saliency Learning: Teaching the Model Where to Pay Attention Reza Ghaeini Xiaoli Z. Fern Hamed Shahbazi Prasad Tadepalli FAtt XAI 27 30 0 22 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 11 104 0 01 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 18 293 0 01 Feb 2019
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 33 173 0 29 Nov 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 27 246 0 12 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
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
Automatic Judgment Prediction via Legal Reading Comprehension Shangbang Long Cunchao Tu Zhiyuan Liu Maosong Sun AILaw ELM 19 90 0 18 Sep 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
Subword-augmented Embedding for Cloze Reading Comprehension ZhuoSheng Zhang Yafang Huang Zhao Hai RALM 27 32 0 24 Jun 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge Todor Mihaylov Anette Frank KELM 22 177 0 21 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
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 28 19 0 27 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 15 49 0 12 Apr 2018