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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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A Deep Network with Visual Text Composition Behavior Hongyu Guo CoGe 65 3 0 05 Jul 2017
DAG-based Long Short-Term Memory for Neural Word Segmentation Xinchi Chen Zhan Shi Xipeng Qiu Xuanjing Huang VLM 53 12 0 02 Jul 2017
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On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 301 5,894 0 14 Jun 2017
Trimming and Improving Skip-thought Vectors Shuai Tang Hailin Jin Chen Fang Zhaowen Wang V. D. Sa 48 7 0 09 Jun 2017
Rethinking Skip-thought: A Neighborhood based Approach Shuai Tang Hailin Jin Chen Fang Zhaowen Wang V. D. Sa LRM 38 17 0 09 Jun 2017
A Mention-Ranking Model for Abstract Anaphora Resolution Ana Marasović Leo Born Juri Opitz Anette Frank BDL 57 33 0 07 Jun 2017
Task-specific Word Identification from Short Texts Using a Convolutional Neural Network Shuhan Yuan Xintao Wu Yang Xiang 48 8 0 03 Jun 2017
Who's to say what's funny? A computer using Language Models and Deep Learning, That's Who! Xinru Yan Ted Pedersen 27 3 0 29 May 2017
AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks Alexander L. Gaunt Matthew W. Johnson M. Riechert Daniel Tarlow Ryota Tomioka Dimitrios Vytiniotis Sam Webster BDL 75 32 0 27 May 2017
Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks Wenjian Hu Krishna Kumar Singh Fanyi Xiao Jinyoung Han Chen-Nee Chuah Yong Jae Lee GNN DiffM 25 1 0 25 May 2017
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs Jean Maillard S. Clark Dani Yogatama 82 89 0 25 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 117 137 0 25 May 2017
SmartPaste: Learning to Adapt Source Code Miltiadis Allamanis Marc Brockschmidt 48 18 0 22 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 81 60 0 22 May 2017
Dynamic Compositional Neural Networks over Tree Structure Pengfei Liu Xipeng Qiu Xuanjing Huang 51 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 254 2,106 0 05 May 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings John Wieting Kevin Gimpel 167 77 0 30 Apr 2017
Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation Ganbin Zhou Ping Luo Rongyu Cao Yijun Xiao Fen Lin Bo Chen Qing He 63 4 0 30 Apr 2017
A GRU-Gated Attention Model for Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su 80 33 0 27 Apr 2017
End-to-End Multi-View Networks for Text Classification Hongyu Guo Colin Cherry Jiang Su 3DV 42 11 0 19 Apr 2017
Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees Mathias Kraus Stefan Feuerriegel 70 56 0 18 Apr 2017
Towards String-to-Tree Neural Machine Translation Roee Aharoni Yoav Goldberg NAI 81 154 0 16 Apr 2017
Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning Matthew D Riemer Elham Khabiri Richard Goodwin CLL 103 18 0 12 Apr 2017
Conversation Modeling on Reddit using a Graph-Structured LSTM Vicky Zayats Mari Ostendorf 100 85 0 07 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 117 510 0 05 Apr 2017
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention R. Miyazaki Mamoru Komachi 58 2 0 04 Apr 2017
Interpretation of Semantic Tweet Representations Ganesh Jawahar Manish Gupta Vasudeva Varma AI4TS 56 8 0 04 Apr 2017
Neural Lattice-to-Sequence Models for Uncertain Inputs Matthias Sperber Graham Neubig Jan Niehues A. Waibel 84 79 0 03 Apr 2017
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 83 393 0 21 Mar 2017
Construction of a Japanese Word Similarity Dataset Yuya Sakaizawa Mamoru Komachi 39 12 0 17 Mar 2017
Neobility at SemEval-2017 Task 1: An Attention-based Sentence Similarity Model Wenli Zhuang Ernie Chang 140 16 0 16 Mar 2017
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering Junbei Zhang Xiao-Dan Zhu Qian Chen Lirong Dai Si Wei Hui Jiang 83 54 0 14 Mar 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 76 34 0 13 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 126 2,145 0 09 Mar 2017
Interpretable Structure-Evolving LSTM Xiaodan Liang Liang Lin Xiaohui Shen Jiashi Feng Shuicheng Yan Eric Xing 88 96 0 08 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 111 37 0 07 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 104 173 0 05 Mar 2017
Structural Embedding of Syntactic Trees for Machine Comprehension R. Liu Junjie Hu Wei Wei Zi Yang Eric Nyberg NAI 108 49 0 02 Mar 2017
Deep Learning with Dynamic Computation Graphs Moshe Looks Marcello Herreshoff DeLesley S. Hutchins Peter Norvig GNN AI4CE 98 135 0 07 Feb 2017
Opinion Recommendation using Neural Memory Model Zhongqing Wang Yue Zhang VLM HAI MU 82 12 0 06 Feb 2017
Deep Network Guided Proof Search Sarah M. Loos G. Irving Christian Szegedy C. Kaliszyk AIMat 84 159 0 24 Jan 2017
Collective Vertex Classification Using Recursive Neural Network Xingliang Yuan Qing Wang Chenchen Xu Zhuang Li GNN 35 9 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 131 386 0 15 Jan 2017
Structural Attention Neural Networks for improved sentiment analysis Alexandros Potamianos Filippos Kokkinos 87 71 0 07 Jan 2017
Textual Entailment with Structured Attentions and Composition Kai Zhao Liang Huang Mingbo Ma 87 28 0 04 Jan 2017
Understanding Neural Networks through Representation Erasure Jiwei Li Will Monroe Dan Jurafsky AAML MILM 147 569 0 24 Dec 2016
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 159 787 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 40 42 0 14 Dec 2016
Temporal Attention-Gated Model for Robust Sequence Classification Wenjie Pei T. Baltrušaitis David Tax Louis-Philippe Morency 82 89 0 01 Dec 2016