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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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DeepLogic: Towards End-to-End Differentiable Logical Reasoning Nuri Cingillioglu A. Russo NAI LRM 64 18 0 18 May 2018
Aspect Based Sentiment Analysis with Gated Convolutional Networks Wei Xue Tao Li 90 543 0 18 May 2018
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Backpropagating through Structured Argmax using a SPIGOT Hao Peng Sam Thomson Noah A. Smith 88 42 0 12 May 2018
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Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 50 4 0 09 May 2018
Sentence-State LSTM for Text Representation Yue Zhang Qi Liu Linfeng Song 75 209 0 07 May 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 107 254 0 07 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 118 681 0 05 May 2018
Various Approaches to Aspect-based Sentiment Analysis Amlaan Bhoi Sandeep Joshi 31 18 0 05 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 86 167 0 03 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 378 1,173 0 29 Apr 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Renjie Zheng Junkun Chen Xipeng Qiu 80 30 0 22 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 92 108 0 21 Apr 2018
Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity Li Zhang Steven R. Wilson Rada Mihalcea FedML 40 1 0 20 Apr 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 69 163 0 20 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 371 722 0 17 Apr 2018
ListOps: A Diagnostic Dataset for Latent Tree Learning Nikita Nangia Samuel R. Bowman 89 138 0 17 Apr 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 85 105 0 16 Apr 2018
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification Sean MacAvaney Luca Soldaini Arman Cohan Nazli Goharian 23 5 0 15 Apr 2018
Neural models of factuality Rachel Rudinger Aaron Steven White Benjamin Van Durme 62 86 0 06 Apr 2018
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang HAI 96 148 0 03 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 85 173 0 03 Apr 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer Joseph Suárez Justin Johnson Fei-Fei Li LRM 68 33 0 30 Mar 2018
Identifying Semantic Divergences in Parallel Text without Annotations Yogarshi Vyas Xing Niu Marine Carpuat 80 36 0 29 Mar 2018
Investigating Capsule Networks with Dynamic Routing for Text Classification Wei Zhao Jianbo Ye Min Yang Zeyang Lei Suofei Zhang Zhou Zhao 111 367 0 29 Mar 2018
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator Fei Wang Daniel Zheng James M. Decker Xilun Wu Grégory M. Essertel Tiark Rompf ODL 50 89 0 27 Mar 2018
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification Jeremy Barnes Patrik Lambert Toni Badia 54 50 0 22 Mar 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 61 76 0 16 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 109 642 0 14 Mar 2018
Neural Lattice Language Models Jacob Buckman Graham Neubig 63 30 0 13 Mar 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Hongwei Wang Fuzheng Zhang Jialin Wang Miao Zhao Wenjie Li Xing Xie Minyi Guo 124 1,056 0 09 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 97 544 0 07 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 202 99 0 04 Mar 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification Yizhong Wang Sujian Li Jingfeng Yang Xu Sun Houfeng Wang 48 17 0 03 Mar 2018
Meta Multi-Task Learning for Sequence Modeling Junkun Chen Xipeng Qiu Pengfei Liu Xuanjing Huang 66 92 0 25 Feb 2018
Can Neural Networks Understand Logical Entailment? Richard Evans D. Saxton David Amos Pushmeet Kohli Edward Grefenstette NAI 196 128 0 23 Feb 2018
On the scaling of polynomial features for representation matching Siddhartha Brahma 34 0 0 20 Feb 2018
Attentive Tensor Product Learning Qiuyuan Huang Li Deng D. Wu Chang Liu Xiaodong He 82 23 0 20 Feb 2018
Event Nugget Detection with Forward-Backward Recurrent Neural Networks Reza Ghaeini Xiaoli Z. Fern Liang Huang Prasad Tadepalli 87 61 0 15 Feb 2018
From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero Fei Wang Tiark Rompf NAI 40 6 0 14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 61 12 0 14 Feb 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 409 1,377 0 12 Feb 2018
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning Tianqi Chen T. Moreau Ziheng Jiang Lianmin Zheng Eddie Q. Yan ... Leyuan Wang Yuwei Hu Luis Ceze Carlos Guestrin Arvind Krishnamurthy 229 374 0 12 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu Basel Alomair 107 279 0 11 Feb 2018
Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention Shiliang Zheng Rui Xia 72 55 0 03 Feb 2018
Densely Connected Bidirectional LSTM with Applications to Sentence Classification Zixiang Ding Rui Xia Jianfei Yu Xiang Li Jian Yang AI4CE 80 61 0 03 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 142 144 0 31 Jan 2018
Combining Convolution and Recursive Neural Networks for Sentiment Analysis Vinh D. Van Thien Thai Minh-Quoc Nghiem 44 22 0 27 Jan 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 112 1,054 0 25 Jan 2018