Unsupervised Recurrent Neural Network Grammars

7 April 2019

Papers citing "Unsupervised Recurrent Neural Network Grammars"

50 / 58 papers shown

Title
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information Junjie Chen Xiangheng He Yusuke Miyao Danushka Bollegala 55 0 0 03 Oct 2024
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders Andrew Drozdov Pat Verga Mohit Yadav Mohit Iyyer Andrew McCallum 33 123 0 03 Apr 2019
Cooperative Learning of Disjoint Syntax and Semantics Serhii Havrylov Germán Kruszewski Armand Joulin 45 48 0 25 Feb 2019
Learning to Discover, Ground and Use Words with Segmental Neural Language Models Kazuya Kawakami Chris Dyer Phil Blunsom VLM 32 11 0 23 Nov 2018
Dependency Grammar Induction with a Neural Variational Transition-based Parser Bowen Li Jianpeng Cheng Yang Liu Frank Keller 56 21 0 14 Nov 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 117 324 0 22 Oct 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū Hassan S. Shavarani Anoop Sarkar AIMat 47 24 0 06 Sep 2018
Towards Dynamic Computation Graphs via Sparse Latent Structure Vlad Niculae André F. T. Martins Claire Cardie 46 22 0 03 Sep 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 95 200 0 30 Aug 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 49 42 0 29 Aug 2018
A Tree-based Decoder for Neural Machine Translation Xinyi Wang Hieu H. Pham Pengcheng Yin Graham Neubig 27 52 0 28 Aug 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 70 415 0 27 Aug 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Caio Corro Ivan Titov BDL 40 56 0 25 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 48 110 0 10 Jul 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 69 102 0 20 Jun 2018
Finding Syntax in Human Encephalography with Beam Search John T. Hale Chris Dyer A. Kuncoro Jonathan Brennan 64 134 0 11 Jun 2018
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing Jean Maillard S. Clark 38 18 0 03 Jun 2018
Inducing Grammars with and for Neural Machine Translation Ke M. Tran Yonatan Bisk 45 22 0 28 May 2018
Backpropagating through Structured Argmax using a SPIGOT Hao Peng Sam Thomson Noah A. Smith 55 42 0 12 May 2018
Constituency Parsing with a Self-Attentive Encoder Nikita Kitaev Dan Klein 67 542 0 02 May 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 72 380 0 23 Apr 2018
Unsupervised Grammar Induction with Depth-bounded PCFG Lifeng Jin Finale Doshi-Velez Timothy A. Miller William Schuler Lane Schwartz 20 28 0 23 Feb 2018
Inference Suboptimality in Variational Autoencoders Chris Cremer Xuechen Li David Duvenaud DRL BDL 123 283 0 10 Jan 2018
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model Zhilin Yang Zihang Dai Ruslan Salakhutdinov William W. Cohen BDL 63 371 0 10 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon Songlin Yang Zhouhan Lin Chin-Wei Huang Aaron Courville 57 178 0 02 Nov 2017
Towards Neural Machine Translation with Latent Tree Attention James Bradbury R. Socher 42 14 0 06 Sep 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 163 1,095 0 07 Aug 2017
CRF Autoencoder for Unsupervised Dependency Parsing Jiong Cai Yong Jiang Kewei Tu SSL 60 34 0 03 Aug 2017
On the State of the Art of Evaluation in Neural Language Models Gábor Melis Chris Dyer Phil Blunsom 65 535 0 18 Jul 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 63 189 0 10 Jul 2017
Learning Structured Text Representations Yang Liu Mirella Lapata 50 152 0 25 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 45 60 0 22 May 2017
A Minimal Span-Based Neural Constituency Parser Mitchell Stern Jacob Andreas Dan Klein 66 198 0 10 May 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 93 362 0 25 Apr 2017
Towards String-to-Tree Neural Machine Translation Roee Aharoni Yoav Goldberg NAI 47 154 0 16 Apr 2017
Learning to Parse and Translate Improves Neural Machine Translation Akiko Eriguchi Yoshimasa Tsuruoka Kyunghyun Cho AI4CE AIMat 67 150 0 12 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 106 463 0 03 Feb 2017
Learning to Compose Words into Sentences with Reinforcement Learning Dani Yogatama Phil Blunsom Chris Dyer Edward Grefenstette Wang Ling NAI 58 159 0 28 Nov 2016
What Do Recurrent Neural Network Grammars Learn About Syntax? Noah A. Smith Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig A. Kuncoro GNN 55 148 0 17 Nov 2016
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 86 456 0 30 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 84 537 0 06 Sep 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 67 733 0 20 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 369 10,481 0 21 Jul 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 79 483 0 20 Mar 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 87 526 0 25 Feb 2016
Variational inference for Monte Carlo objectives A. Mnih Danilo Jimenez Rezende DRL BDL 155 290 0 22 Feb 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 95 912 0 06 Feb 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 105 2,359 0 19 Nov 2015
Neural CRF Parsing Greg Durrett Dan Klein 45 128 0 13 Jul 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 117 802 0 29 May 2015