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Variational Reasoning for Question Answering with Knowledge Graph

12 September 2017

Papers citing "Variational Reasoning for Question Answering with Knowledge Graph"

45 / 195 papers shown

Title
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 274 48 0 22 Oct 2020
Stronger Transformers for Neural Multi-Hop Question Generation Devendra Singh Sachan Lingfei Wu Mrinmaya Sachan William L. Hamilton 137 8 0 22 Oct 2020
GMH: A General Multi-hop Reasoning Model for KG Completion Yao Zhang Xu Zhang Adam Jatowt Wenqiang Lei Jun Wang Hongru Liang Zhenglu Yang LRM 208 14 0 15 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 304 3 0 12 Oct 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph ReasoningFindings (Findings), 2020 Jun Liu Mo Yu Tian Gao Yue Yu LRM AI4CE 131 3 0 05 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2020 Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 276 164 0 02 Oct 2020
Graph-based Multi-hop Reasoning for Long Text Generation Bo Pan Jingjing Xu Junyang Lin Yichang Zhang Hongxia Yang Xu Sun LRM 103 9 0 28 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalInternational Conference on Learning Representations (ICLR), 2020 Wenhan Xiong Xiang Lorraine Li Srini Iyer Jingfei Du Patrick Lewis ... Yashar Mehdad Anuj Kumar Sebastian Riedel Douwe Kiela Barlas Oğuz 188 215 0 27 Sep 2020
Clustering-based Unsupervised Generative Relation Extraction Chenhan Yuan Ryan Rossi Andrew Katz Hoda Eldardiry 78 4 0 26 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document RerankingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 297 21 0 16 Sep 2020
A Variational Approach to Unsupervised Sentiment Analysis Huiping Zhuang Wenxuan Zhou Xin Liu Zizheng Lin Yangqin Song Michael D Kuo W. H. Chiu SSL DRL 108 3 0 21 Aug 2020
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering Seunghak Yu Tianxing He James R. Glass 118 5 0 20 Aug 2020
Time-aware Graph Embedding: A temporal smoothness and task-oriented approach Yonghui Xu Shengjie Sun Yuan Miao Ke Wang Xiaonan Meng Yitao Hu Ke Wang Hengjie Song C. Miao AI4TS 154 28 0 22 Jul 2020
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 S. Cao Jiaxin Shi Liangming Pan L. Nie Yutong Xiang Lei Hou Juanzi Li Bin He Hanwang Zhang LMTD CoGe 324 120 0 08 Jul 2020
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs Yulong Gu Yushi Guan P. Missier 150 1 0 29 Jun 2020
Relational Learning Analysis of Social Politics using Knowledge Graph EmbeddingData mining and knowledge discovery (DMKD), 2020 Bilal Abu-Salih Marwan Al-Tawil Ibrahim Aljarah Hossam Faris P. Wongthongtham 180 66 0 02 Jun 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataFindings (Findings), 2020 Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wenjie Wang 320 354 0 15 Apr 2020
Faithful Embeddings for Knowledge Base Queries Haitian Sun Andrew O. Arnold Tania Bedrax-Weiss Fernando Pereira William W. Cohen RALM 257 5 0 07 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 159 4 0 07 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question GenerationInternational Conference on Computational Linguistics (COLING), 2020 D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 201 23 0 05 Apr 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 119 14 0 13 Mar 2020
Differentiable Reasoning over a Virtual Knowledge BaseInternational Conference on Learning Representations (ICLR), 2020 Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 167 91 0 25 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge BaseInternational Conference on Learning Representations (ICLR), 2020 William W. Cohen Haitian Sun R. A. Hofer M. Siegler 164 68 0 14 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and ApplicationsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Shaoxiong Ji Shirui Pan Xiaoshi Zhong Pekka Marttinen Philip S. Yu 962 2,405 0 02 Feb 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic DataInternational Conference on Learning Representations (ICLR), 2019 Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 236 382 0 20 Dec 2019
FAQ-based Question Answering via Knowledge AnchorsNatural Language Processing and Chinese Computing (NLPCC), 2019 Ruobing Xie Ya’nan Lu Fen Lin Leyu Lin 169 9 0 14 Nov 2019
Relational Graph Representation Learning for Open-Domain Question Answering Sal Vivona Kaveh Hassani GNN NAI 108 10 0 18 Oct 2019
Jointly Learning Entity and Relation Representations for Entity AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 242 175 0 20 Sep 2019
Text Modeling with Syntax-Aware Variational Autoencoders Yijun Xiao William Yang Wang BDL DRL 98 1 0 27 Aug 2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge GraphsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Yuting Wu Xiao Liu Yansong Feng Zheng Wang Rui Yan Dongyan Zhao 227 374 0 22 Aug 2019
Querying Knowledge via Multi-Hop English QuestionsTheory and Practice of Logic Programming (TPLP), 2019 Tiantian Gao Paul Fodor M. Kifer 134 6 0 18 Jul 2019
Differentiable Representations For Multihop Inference Rules William W. Cohen Haitian Sun R. A. Hofer M. Siegler 114 2 0 24 May 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 143 2 0 23 May 2019
Knowledge Authoring and Question Answering with KALMElectronic Proceedings in Theoretical Computer Science (EPTCS), 2019 Tiantian Gao 150 0 0 02 May 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 402 417 0 21 Apr 2019
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification Huiping Zhuang Wenxuan Zhou Xin Liu Yangqiu Song 113 21 0 10 Apr 2019
Simple Question Answering with Subgraph Ranking and Joint-Scoring Wenbo Zhao Tagyoung Chung Anuj Kumar Goyal A. Metallinou 92 28 0 04 Apr 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 211 113 0 02 Apr 2019
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Fréderic Godin Anjishnu Kumar Arpit Mittal 145 19 0 26 Feb 2019
Dirichlet Variational Autoencoder for Text Modeling Yijun Xiao Tiancheng Zhao William Yang Wang BDL DRL 107 21 0 31 Oct 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 324 237 0 29 Aug 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 261 316 0 05 Jun 2018
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings Yuyu Zhang H. Dai Kamil Toraman Le Song RALM 119 28 0 31 May 2018
Variational Knowledge Graph Reasoning Wenhu Chen Wenhan Xiong Xifeng Yan William Yang Wang 136 115 0 17 Mar 2018
Variational Attention for Sequence-to-Sequence ModelsInternational Conference on Computational Linguistics (COLING), 2017 Hareesh Bahuleyan Lili Mou Olga Vechtomova Pascal Poupart DRL 214 120 0 21 Dec 2017