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"

20 / 20 papers shown

Title
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 101 0 0 22 May 2024
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 92 82 0 28 Oct 2019
Incorporating Relation Paths in Neural Relation Extraction Wenyuan Zeng Yankai Lin Zhiyuan Liu Maosong Sun 42 86 0 23 Sep 2016
Improving sentence compression by learning to predict gaze Sigrid Klerke Yoav Goldberg Anders Søgaard 41 125 0 12 Apr 2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Serban Alberto García-Durán Çağlar Gülçehre Sungjin Ahn A. Chandar Aaron Courville Yoshua Bengio LRM 60 288 0 22 Mar 2016
Multilingual Relation Extraction using Compositional Universal Schema Pat Verga David Belanger Emma Strubell Benjamin Roth Andrew McCallum 46 96 0 19 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 98 807 0 19 Nov 2015
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 67 263 0 16 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 254 4,268 0 21 Aug 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 78 612 0 11 Jun 2015
Traversing Knowledge Graphs in Vector Space Kelvin Guu John Miller Percy Liang KELM 64 355 0 03 Jun 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 63 280 0 24 Apr 2015
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units Quoc V. Le Navdeep Jaitly Geoffrey E. Hinton ODL 73 717 0 03 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 87 3,174 0 20 Dec 2014
Recursive Neural Networks Can Learn Logical Semantics Samuel R. Bowman Christopher Potts Christopher D. Manning NAI 59 34 0 06 Jun 2014
Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors Edward Grefenstette CoGe 78 102 0 22 Apr 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 114 1,467 0 16 Jan 2013
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 111 5,696 0 09 May 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 147 7,711 0 02 Mar 2011