LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning

18 March 2019

Papers citing "LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning"

10 / 10 papers shown

Title
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 96 351 0 28 Nov 2017
Adversarial Sets for Regularising Neural Link Predictors Pasquale Minervini T. Demeester Tim Rocktaschel Sebastian Riedel PINN 55 99 0 24 Jul 2017
Deep Probabilistic Programming Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 92 193 0 13 Jan 2017
Lifted Rule Injection for Relation Embeddings T. Demeester Tim Rocktaschel Sebastian Riedel NAI 45 145 0 27 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 427 18,346 0 27 May 2016
TensorLog: A Differentiable Deductive Database William W. Cohen 57 122 0 20 May 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 48 613 0 21 Mar 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,025 0 09 Aug 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 89 386 0 17 May 2015
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 175 7,725 0 02 Mar 2011