Learning Structured Text Representations

25 May 2017

Yang Liu

Papers citing "Learning Structured Text Representations"

22 / 72 papers shown

Title
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking Masaru Isonuma Junichiro Mori Ichiro Sakata BDL 8 42 0 13 Jun 2019
Is Attention Interpretable? Sofia Serrano Noah A. Smith 31 673 0 09 Jun 2019
Evaluating Discourse in Structured Text Representations Elisa Ferracane Greg Durrett Junyi Jessy Li K. Erk 14 30 0 04 Jun 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 22 294 0 30 May 2019
Unsupervised Recurrent Neural Network Grammars Yoon Kim Alexander M. Rush Lei Yu A. Kuncoro Chris Dyer Gábor Melis LRM RALM SSL 32 115 0 07 Apr 2019
Learning Hierarchical Discourse-level Structure for Fake News Detection Hamid Karimi Jiliang Tang 19 127 0 27 Feb 2019
Sentence Encoding with Tree-constrained Relation Networks Lei Yu Cyprien de Masson dÁutume Chris Dyer Phil Blunsom Lingpeng Kong Wang Ling NAI 14 3 0 26 Nov 2018
Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks Chang Xu Weiran Huang Hongwei Wang G. Wang Tie-Yan Liu 19 13 0 13 Nov 2018
Middle-Out Decoding Shikib Mehri Leonid Sigal 24 22 0 28 Oct 2018
Describing a Knowledge Base Qingyun Wang Xiaoman Pan Lifu Huang Boliang Zhang Zhiying Jiang Heng Ji Kevin Knight 30 52 0 06 Sep 2018
Towards Dynamic Computation Graphs via Sparse Latent Structure Vlad Niculae André F. T. Martins Claire Cardie 11 22 0 03 Sep 2018
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Caio Corro Ivan Titov BDL 13 56 0 25 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 18 110 0 10 Jul 2018
Inducing Grammars with and for Neural Machine Translation Ke M. Tran Yonatan Bisk 28 22 0 28 May 2018
Backpropagating through Structured Argmax using a SPIGOT Hao Peng Sam Thomson Noah A. Smith 28 42 0 12 May 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell Pat Verga D. Andor David J. Weiss Andrew McCallum OffRL 29 379 0 23 Apr 2018
SparseMAP: Differentiable Sparse Structured Inference Vlad Niculae André F. T. Martins Mathieu Blondel Claire Cardie 19 121 0 12 Feb 2018
Self-Attentive Residual Decoder for Neural Machine Translation Lesly Miculicich Nikolaos Pappas Dhananjay Ram Andrei Popescu-Belis 17 20 0 14 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 14 748 0 14 Sep 2017
Do latent tree learning models identify meaningful structure in sentences? Adina Williams Andrew Drozdov Samuel R. Bowman 35 21 0 04 Sep 2017
Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees Mathias Kraus Stefan Feuerriegel 20 55 0 18 Apr 2017
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016