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Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

5 July 2016

Papers citing "Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks"

33 / 83 papers shown

Title
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 72 2 0 30 May 2019
Path Ranking with Attention to Type Hierarchies Weiyu Liu A. Daruna Z. Kira Sonia Chernova AIMat 56 13 0 26 May 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs Lingbing Guo Zequn Sun Wei Hu 83 269 0 13 May 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Zhibin Liu Zheng-Yu Niu Hua Wu Haifeng Wang 93 17 0 25 Mar 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 115 2,147 0 26 Feb 2019
Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness Yilun Zhou Steven Schockaert J. Shah 38 8 0 21 Feb 2019
Knowledge Representation Learning: A Quantitative Review Yankai Lin Xu Han Ruobing Xie Zhiyuan Liu Maosong Sun OffRL 68 55 0 28 Dec 2018
Reasoning over RDF Knowledge Bases using Deep Learning Monireh Ebrahimi Md Kamruzzaman Sarker Federico Bianchi Ning Xie Derek Doran Pascal Hitzler ReLM LRM 43 16 0 09 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 114 51 0 02 Nov 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text Haitian Sun Bhuwan Dhingra Manzil Zaheer Kathryn Mazaitis Ruslan Salakhutdinov William W. Cohen 92 418 0 04 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 102 336 0 31 Aug 2018
Scalable Recommender Systems through Recursive Evidence Chains Elias Tragas Calvin Luo Maxime Gazeau Kevin Luk David Duvenaud LRM 20 1 0 05 Jul 2018
A New Benchmark and Progress Toward Improved Weakly Supervised Learning Jason Ramapuram Russ Webb SSL 31 3 0 30 Jun 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 107 291 0 05 Jun 2018
Weakly-supervised Contextualization of Knowledge Graph Facts Nikos Voskarides Edgar Meij R. Reinanda Abhinav Khaitan M. Osborne Giorgio Stefanoni P. Kambadur Maarten de Rijke 44 22 0 07 May 2018
Iterative Visual Reasoning Beyond Convolutions Xinlei Chen Li Li Li Fei-Fei Abhinav Gupta LRM GNN 204 216 0 29 Mar 2018
Variational Knowledge Graph Reasoning Wenhu Chen Wenhan Xiong Xifeng Yan William Yang Wang 70 112 0 17 Mar 2018
Towards a Continuous Knowledge Learning Engine for Chatbots Sahisnu Mazumder Nianzu Ma Bing-Quan Liu CLL KELM 64 23 0 16 Feb 2018
Context-aware Path Ranking for Knowledge Base Completion Sahisnu Mazumder Bing-Quan Liu 58 35 0 20 Dec 2017
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 55 55 0 07 Dec 2017
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 107 513 0 15 Nov 2017
Attending to All Mention Pairs for Full Abstract Biological Relation Extraction Pat Verga Emma Strubell O. Shai Andrew McCallum 3DV 46 11 0 23 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 121 514 0 17 Oct 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 103 728 0 20 Jul 2017
Learning Knowledge Graph Embeddings with Type Regularizer Bhushan Kotnis Vivi Nastase NAI 22 4 0 28 Jun 2017
RelNet: End-to-End Modeling of Entities & Relations Trapit Bansal Arvind Neelakantan Andrew McCallum GNN KELM 3DV 48 24 0 22 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 189 1,616 0 05 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 116 382 0 31 May 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 76 190 0 30 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 106 100 0 23 Mar 2017
Link Prediction using Embedded Knowledge Graphs Yelong Shen Po-Sen Huang Ming-Wei Chang Jianfeng Gao 90 26 0 14 Nov 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 73 181 0 27 Jun 2016
Neighborhood Mixture Model for Knowledge Base Completion Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 106 42 0 21 Jun 2016