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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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Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling P. Zhou Zhenyu Qi Suncong Zheng Jiaming Xu Hongyun Bao Bo Xu AI4TS 77 498 0 21 Nov 2016
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks Volkan Cirik Eduard H. Hovy Louis-Philippe Morency 63 72 0 18 Nov 2016
A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs Shayne Longpre Sabeek Pradhan Caiming Xiong R. Socher VLM AI4TS 71 10 0 16 Nov 2016
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Linguistically Regularized LSTMs for Sentiment Classification Qiao Qian Minlie Huang Jinhao Lei Xiaoyan Zhu 66 149 0 12 Nov 2016
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks Lajanugen Logeswaran Honglak Lee Dragomir R. Radev 70 20 0 08 Nov 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 76 124 0 08 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 81 277 0 06 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 149 575 0 05 Nov 2016
Recurrent Neural Network Language Model Adaptation Derived Document Vector Wei Li Brian Kan 29 1 0 01 Nov 2016
Distraction-Based Neural Networks for Document Summarization Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang 99 59 0 26 Oct 2016
Geometry of Polysemy Jiaqi Mu S. Bhat Pramod Viswanath 82 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 67 155 0 17 Oct 2016
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 157 36 0 14 Oct 2016
Modelling Sentence Pairs with Tree-structured Attentive Encoder Yao Zhou Cong Liu Yan Pan 69 39 0 10 Oct 2016
Learning Sentence Representation with Guidance of Human Attention Shaonan Wang Jiajun Zhang Chengqing Zong 80 44 0 29 Sep 2016
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation Jinsong Su Zhixing Tan Deyi Xiong Rongrong Ji X. Shi Yang Liu 96 91 0 25 Sep 2016
Deep Multi-Task Learning with Shared Memory Pengfei Liu Xipeng Qiu Xuanjing Huang 75 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 167 1,133 0 20 Sep 2016
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks Yun-Nung Chen Dilek Z. Hakkani-Tür Gokhan Tur Asli Celikyilmaz Jianfeng Gao Li Deng 85 33 0 12 Sep 2016
Hierarchical Attention Model for Improved Machine Comprehension of Spoken Content Wei Fang Juei-Yang Hsu Hung-yi Lee Lin-Shan Lee 83 13 0 28 Aug 2016
Improving Sparse Word Representations with Distributional Inference for Semantic Composition Thomas Kober Julie Weeds Jeremy Reffin David J. Weir 37 15 0 24 Aug 2016
phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning Y. Tan Chee Seng Chan VLM 114 29 0 20 Aug 2016
Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification M. Lakshmana Sundararajan Sellamanickam S. Shevade Keerthi Selvaraj 66 5 0 01 Aug 2016
Syntax-based Attention Model for Natural Language Inference Pengfei Liu Xipeng Qiu Xuanjing Huang 45 4 0 22 Jul 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 89 104 0 15 Jul 2016
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 287 134 0 14 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 169 193 0 10 Jul 2016
Global Neural CCG Parsing with Optimality Guarantees Kenton Lee M. Lewis Luke Zettlemoyer 76 40 0 05 Jul 2016
Automatic Text Scoring Using Neural Networks Dimitrios Alikaniotis H. Yannakoudakis Marek Rei 88 260 0 14 Jun 2016
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods Furong Huang 64 6 0 10 Jun 2016
Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition Furong Huang Anima Anandkumar SSL 69 3 0 10 Jun 2016
MuFuRU: The Multi-Function Recurrent Unit Dirk Weissenborn Tim Rocktaschel 60 8 0 09 Jun 2016
Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features Attapol T. Rutherford Vera Demberg Nianwen Xue 51 12 0 07 Jun 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 309 317 0 06 Jun 2016
Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction Jason Alan Fries 69 42 0 04 Jun 2016
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 96 900 0 28 May 2016
Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth Mirella Lapata 81 190 0 24 May 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning Pengfei Liu Xipeng Qiu Xuanjing Huang 132 1,289 0 17 May 2016
Modeling Rich Contexts for Sentiment Classification with LSTM Minlie Huang Yujie Cao Chao Dong 40 57 0 05 May 2016
Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding Peng Li Heng-Chiao Huang 13 1 0 30 Mar 2016
Clinical Information Extraction via Convolutional Neural Network Peng Li Heng-Chiao Huang 33 14 0 30 Mar 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 204 356 0 23 Mar 2016
Sentence Pair Scoring: Towards Unified Framework for Text Comprehension P. Baudis Jan Pichl Tomáš Vyskočil Jan Sedivý 92 36 0 19 Mar 2016
Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka AIMat 99 269 0 19 Mar 2016
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings Kazuma Hashimoto Yoshimasa Tsuruoka 80 39 0 19 Mar 2016