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Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs

17 May 2019

Papers citing "Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs"

20 / 70 papers shown

Title
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 163 21 0 16 Sep 2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu LRM 95 5 0 16 Sep 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 54 0 0 27 Aug 2020
Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network Zeyun Tang Yongliang Shen Xinyin Ma Wenyuan Xu Jiale Yu Weiming Lu GNN 82 29 0 11 Jun 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 221 288 0 13 May 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 192 283 0 26 Apr 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 226 0 0 20 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 107 19 0 17 Apr 2020
Is Graph Structure Necessary for Multi-hop Question Answering? Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu GNN 123 17 0 07 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 69 18 0 06 Apr 2020
Graph Sequential Network for Reasoning over Sequences Ming Tu Jing Huang Xiaodong He Bowen Zhou GNN 85 7 0 04 Apr 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 101 261 0 12 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 174 88 0 06 Jan 2020
Hierarchical Graph Network for Multi-hop Question Answering Yuwei Fang S. Sun Zhe Gan R. Pillai Shuohang Wang Jingjing Liu 246 177 0 09 Nov 2019
Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents Ming Tu Kevin Huang Guangtao Wang Jing-ling Huang Xiaodong He Bowen Zhou RALM 239 147 0 01 Nov 2019
Improving Graph Attention Networks with Large Margin-based Constraints Guangtao Wang Rex Ying Jing-ling Huang J. Leskovec 105 84 0 25 Oct 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 120 56 0 24 Oct 2019
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 107 77 0 07 Oct 2019
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv Daya Guo Jingjing Xu Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Guihong Cao Songlin Hu RALM 93 209 0 09 Sep 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.4K 5,918 0 20 Dec 2018