HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling

27 December 2021

Dongyan Zhao

Rui Yan

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Papers citing "HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling"

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Title
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 55 593 0 13 Apr 2021
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 53 43 0 14 Nov 2020
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce Yang Deng Wenxuan Zhanng Wai Lam 39 32 0 27 Aug 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 46 48 0 10 May 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 135 282 0 26 Apr 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 274 1,203 0 03 Mar 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 104 169 0 18 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
SemEval-2016 Task 3: Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Alessandro Moschitti Walid Magdy Hamdy Mubarak Abed Alhakim Freihat James R. Glass Bilal Randeree 72 198 0 03 Dec 2019
An End-to-End Framework for Cold Question Routing in Community Question Answering Services Jiankai Sun Jie Zhao Huan Sun Srinivasan Parthasarathy 30 30 0 22 Nov 2019
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 57 61 0 22 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 78 108 0 10 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 246 10,819 0 29 Oct 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Shen Gao Preslav Nakov Piji Li Zhangming Chan Dongyan Zhao Rui Yan 52 30 0 19 Sep 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 52 206 0 09 Sep 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs Yuting Wu Xiao Liu Yansong Feng Zheng Wang Rui Yan Dongyan Zhao 142 341 0 22 Aug 2019
Graph Neural Networks for Social Recommendation Wenqi Fan Yao Ma Qing Li Yuan He Yue Zhao Jiliang Tang Dawei Yin 244 1,893 0 19 Feb 2019
Learning to Select Knowledge for Response Generation in Dialog Systems Rongzhong Lian Min Xie Fan Wang Jinhua Peng Hua Wu 64 203 0 13 Feb 2019
Product-Aware Answer Generation in E-Commerce Question-Answering Shen Gao Zhaochun Ren Yue Zhao Dongyan Zhao Dawei Yin Rui Yan 39 81 0 23 Jan 2019
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph Zhuoren Jiang Yue Yin Liangcai Gao Yao Lu Xiaozhong Liu 43 50 0 31 Dec 2018
Abstractive Text Summarization by Incorporating Reader Comments Shen Gao Preslav Nakov Piji Li Zhaochun Ren Lidong Bing Dongyan Zhao Rui Yan 66 68 0 13 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 476 20,138 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders Tiancheng Zhao Ran Zhao M. Eskénazi 51 754 0 31 Mar 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 139 2,724 0 28 Nov 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 192 1,540 0 21 Mar 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,553 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 2014