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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
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 73 314 0 19 Mar 2016
Bank distress in the news: Describing events through deep learning Samuel Rönnqvist Peter Sarlin 76 57 0 17 Mar 2016
Quantifying the vanishing gradient and long distance dependency problem in recursive neural networks and recursive LSTMs Phong Le Willem H. Zuidema 68 59 0 01 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 82 65 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 87 162 0 29 Feb 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 121 527 0 25 Feb 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 67 38 0 24 Feb 2016
Contextual LSTM (CLSTM) models for Large scale NLP tasks Shalini Ghosh Oriol Vinyals B. Strope Scott Roy Tom Dean Larry Heck 75 213 0 19 Feb 2016
Corpus analysis without prior linguistic knowledge - unsupervised mining of phrases and subphrase structure Stefan Gerdjikov K. Schulz 14 3 0 18 Feb 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 85 256 0 07 Feb 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 133 1,123 0 25 Jan 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 173 1,192 0 05 Jan 2016
Multi-Source Neural Translation Barret Zoph Kevin Knight AI4CE 74 325 0 05 Jan 2016
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 129 890 0 03 Dec 2015
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 125 867 0 27 Nov 2015
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 203 555 0 25 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 369 3,294 0 17 Nov 2015
Top-down Tree Long Short-Term Memory Networks Xingxing Zhang Liang Lu Mirella Lapata AIMat 121 101 0 31 Oct 2015
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 162 35 0 18 Oct 2015
Mapping Unseen Words to Task-Trained Embedding Spaces Pranava Swaroop Madhyastha Joey Tianyi Zhou Kevin Gimpel Karen Livescu SSL 63 14 0 08 Oct 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 116 1,137 0 02 Oct 2015
A Generative Model of Words and Relationships from Multiple Sources Stephanie L. Hyland Theofanis Karaletsos Gunnar Rätsch 33 5 0 01 Oct 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 261 3,359 0 30 Sep 2015
DAG-Recurrent Neural Networks For Scene Labeling Bing Shuai Zhen Zuo Bernie Wang G. Wang 72 151 0 02 Sep 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 103 146 0 17 Aug 2015
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks Hao Peng Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 67 27 0 15 Aug 2015
Dependency Recurrent Neural Language Models for Sentence Completion Piotr Wojciech Mirowski Andreas Vlachos LRM 67 61 0 05 Jul 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 109 362 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 162 1,183 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 266 2,414 0 22 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 96 75 0 16 Jun 2015
Distilling Word Embeddings: An Encoding Approach Lili Mou Ran Jia Yan Xu Ge Li Lu Zhang Zhi Jin FedML 119 27 0 15 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 108 234 0 02 Jun 2015
Discriminative Neural Sentence Modeling by Tree-Based Convolution Lili Mou Hao Peng Ge Li Yan Xu Lu Zhang Zhi Jin 97 8 0 05 Apr 2015
Compositional Distributional Semantics with Long Short Term Memory Phong Le Willem H. Zuidema 118 104 0 09 Mar 2015
When Are Tree Structures Necessary for Deep Learning of Representations? Jiwei Li Thang Luong Dan Jurafsky Eduard H. Hovy 111 227 0 28 Feb 2015