Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision

26 August 2018

Papers citing "Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision"

16 / 16 papers shown

Title
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 68 512 0 12 Aug 2017
Identifying civilians killed by police with distantly supervised entity-event extraction Katherine A. Keith Abram Handler Michael Pinkham Cara Magliozzi J. McDuffie Brendan O'Connor 52 36 0 22 Jul 2017
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach Liyuan Liu Xiang Ren Qi Zhu Shi Zhi Huan Gui Heng Ji Jiawei Han 82 81 0 01 Jul 2017
Learning the Structure of Generative Models without Labeled Data Stephen H. Bach Bryan D. He Alexander Ratner Christopher Ré 68 166 0 02 Mar 2017
Distant Supervision for Relation Extraction beyond the Sentence Boundary Chris Quirk Hoifung Poon 49 228 0 15 Sep 2016
Improving Coreference Resolution by Learning Entity-Level Distributed Representations Kevin Clark Christopher D. Manning 89 337 0 04 Jun 2016
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 199 718 0 25 May 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 90 614 0 21 Mar 2016
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 92 485 0 20 Mar 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 353 3,553 0 10 Jun 2015
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation Hongzhao Huang Larry Heck Heng Ji 66 91 0 28 Apr 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 100 2,742 0 20 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,922 0 20 Dec 2013
Loopy Belief Propagation for Approximate Inference: An Empirical Study Kevin P. Murphy Yair Weiss Michael I. Jordan 3DV 135 1,883 0 23 Jan 2013