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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Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis-Philippe Morency 22 1,196 0 23 Jul 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 32 137 0 25 May 2017
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On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 23 60 0 22 May 2017
Dynamic Compositional Neural Networks over Tree Structure Pengfei Liu Xipeng Qiu Xuanjing Huang 17 31 0 11 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 14 2,091 0 05 May 2017
A GRU-Gated Attention Model for Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su 18 32 0 27 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 25 502 0 05 Apr 2017
Interpretable Structure-Evolving LSTM Xiaodan Liang Liang Lin Xiaohui Shen Jiashi Feng Shuicheng Yan Eric P. Xing 22 96 0 08 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 22 37 0 07 Mar 2017
Structural Embedding of Syntactic Trees for Machine Comprehension R. Liu Junjie Hu Wei Wei Zi Yang Eric Nyberg NAI 18 49 0 02 Mar 2017
Deep Learning with Dynamic Computation Graphs Moshe Looks Marcello Herreshoff DeLesley S. Hutchins Peter Norvig GNN AI4CE 34 131 0 07 Feb 2017
Opinion Recommendation using Neural Memory Model Zhongqing Wang Yue Zhang VLM HAI MU 38 12 0 06 Feb 2017
Deep Network Guided Proof Search Sarah M. Loos G. Irving Christian Szegedy C. Kaliszyk AIMat 11 156 0 24 Jan 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 33 386 0 15 Jan 2017
Structural Attention Neural Networks for improved sentiment analysis Alexandros Potamianos Filippos Kokkinos 29 71 0 07 Jan 2017
Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences I. Lopez-Gazpio M. Maritxalar Aitor Gonzalez-Agirre German Rigau Larraitz Uria Eneko Agirre 4 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 30 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 16 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 17 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 13 155 0 17 Oct 2016
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 17 35 0 14 Oct 2016
Deep Multi-Task Learning with Shared Memory Pengfei Liu Xipeng Qiu Xuanjing Huang 16 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 19 1,126 0 20 Sep 2016
phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning Y. Tan Chee Seng Chan VLM 9 29 0 20 Aug 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 16 104 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 19 894 0 28 May 2016
Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka AIMat 11 269 0 19 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 11 65 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 19 162 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
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 26 1,111 0 25 Jan 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 39 1,128 0 02 Oct 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 21 360 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 23 1,175 0 24 Jun 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 21 75 0 16 Jun 2015
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