Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

28 February 2015

Kai Sheng Tai

R. Socher

Christopher D. Manning

AIMat

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Papers citing "Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks"

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Title
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Structural Attention Neural Networks for improved sentiment analysis Alexandros Potamianos Filippos Kokkinos 37 71 0 07 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 30 757 0 22 Dec 2016
Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences I. Lopez-Gazpio M. Maritxalar Aitor Gonzalez-Agirre German Rigau Larraitz Uria Eneko Agirre 9 41 0 14 Dec 2016
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 34 98 0 23 Nov 2016
Learning From Graph Neighborhoods Using LSTMs Rakshit Agrawal Luca de Alfaro Vassilis Polychronopoulos GNN 13 7 0 21 Nov 2016
Bidirectional Tree-Structured LSTM with Head Lexicalization Zhiyang Teng Yue Zhang 18 23 0 21 Nov 2016
Linguistically Regularized LSTMs for Sentiment Classification Qiao Qian Minlie Huang Jinhao Lei Xiaoyan Zhu 22 149 0 12 Nov 2016
Geometry of Polysemy Jiaqi Mu S. Bhat Pramod Viswanath 22 21 0 24 Oct 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu Danlu Chen Xipeng Qiu Xuangjing Huang 21 155 0 17 Oct 2016
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 25 35 0 14 Oct 2016
Deep Multi-Task Learning with Shared Memory Pengfei Liu Xipeng Qiu Xuanjing Huang 32 48 0 23 Sep 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 26 1,126 0 20 Sep 2016
phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning Y. Tan Chee Seng Chan VLM 17 29 0 20 Aug 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 18 104 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Mohit Bansal Kevin Gimpel Karen Livescu NAI GNN 16 193 0 10 Jul 2016
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 24 895 0 28 May 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 12 190 0 24 May 2016
Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka AIMat 21 269 0 19 Mar 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 22 313 0 19 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 16 65 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 24 162 0 29 Feb 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 12 38 0 24 Feb 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 11 255 0 07 Feb 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 28 1,111 0 25 Jan 2016
Towards Universal Paraphrastic Sentence Embeddings John Wieting Mohit Bansal Kevin Gimpel Karen Livescu AI4TS 19 552 0 25 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 12 101 0 31 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 41 1,128 0 02 Oct 2015
DAG-Recurrent Neural Networks For Scene Labeling Bing Shuai Zhen Zuo B. Wang G. Wang 9 151 0 02 Sep 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 26 360 0 30 Jun 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 33 1,175 0 24 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 29 75 0 16 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 30 234 0 02 Jun 2015
Modeling Documents with Deep Boltzmann Machines Nitish Srivastava Ruslan Salakhutdinov Geoffrey E. Hinton BDL 88 184 0 26 Sep 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012