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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Fashionable Modelling with Flux Mike Innes Elliot Saba Keno Fischer Dhairya Gandhi Marco Concetto Rudilosso Neethu Mariya Joy Tejan Karmali Avik Pal Viral B. Shah AI4CE 33 160 0 01 Nov 2018
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 13 106 0 30 Oct 2018
Predicting the Semantic Textual Similarity with Siamese CNN and LSTM Elvys Linhares Pontes Stéphane Huet Andréa Carneiro Linhares Juan-Manuel Torres-Moreno 8 65 0 24 Oct 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen Shawn Tan Alessandro Sordoni Aaron Courville 26 322 0 22 Oct 2018
AutoGraph: Imperative-style Coding with Graph-based Performance D. Moldovan James M. Decker Fei Wang A. A. Johnson Brian K. Lee Zachary Nado D. Sculley Tiark Rompf Alexander B. Wiltschko 13 43 0 16 Oct 2018
Learning to Perform Local Rewriting for Combinatorial Optimization Xinyun Chen Yuandong Tian NAI OffRL 14 335 0 30 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 27 55 0 06 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 23 18 0 04 Sep 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification Jing Qian Mai Elsherief E. Belding-Royer William Yang Wang 23 46 0 31 Aug 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 18 42 0 29 Aug 2018
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 24 15 0 18 Aug 2018
Identifying Protein-Protein Interaction using Tree LSTM and Structured Attention Mahtab Ahmed Jumayel Islam Muhammad Rifayat Samee Robert E. Mercer 16 34 0 27 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification Zeyang Lei Yujiu Yang Min Yang Yi Liu 31 51 0 13 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 30 68 0 26 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 27 210 0 07 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 94 3,078 0 04 Jun 2018
GamePad: A Learning Environment for Theorem Proving Daniel Huang Prafulla Dhariwal D. Song Ilya Sutskever 18 109 0 02 Jun 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 19 78 0 21 May 2018
Aspect Based Sentiment Analysis with Gated Convolutional Networks Wei Xue Tao Li 28 536 0 18 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 16 664 0 05 May 2018
Various Approaches to Aspect-based Sentiment Analysis Amlaan Bhoi Sandeep Joshi 6 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 35 166 0 03 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 17 1,146 0 29 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 20 108 0 21 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 25 170 0 03 Apr 2018
MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification Jeremy Barnes Patrik Lambert Toni Badia 12 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 22 76 0 16 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 31 629 0 14 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 M. Guo 27 1,033 0 09 Mar 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification Yizhong Wang Sujian Li Jingfeng Yang Xu Sun Houfeng Wang 15 17 0 03 Mar 2018
Event Nugget Detection with Forward-Backward Recurrent Neural Networks Reza Ghaeini Xiaoli Z. Fern Liang Huang Prasad Tadepalli 38 60 0 15 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 16 273 0 11 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 50 4,089 0 23 Jan 2018
Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data D. Bacciu BDL 24 7 0 21 Nov 2017
Clickbait Detection in Tweets Using Self-attentive Network Yiwei Zhou 14 53 0 15 Oct 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Tianyi Zhou Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 6 748 0 14 Sep 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 19 508 0 12 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,822 0 09 Aug 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis-Philippe Morency 26 1,198 0 23 Jul 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
SmartPaste: Learning to Adapt Source Code Miltiadis Allamanis Marc Brockschmidt 18 18 0 22 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 31 60 0 22 May 2017
Dynamic Compositional Neural Networks over Tree Structure Pengfei Liu Xipeng Qiu Xuanjing Huang 22 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 16 2,093 0 05 May 2017
A GRU-Gated Attention Model for Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su 29 32 0 27 Apr 2017
Conversation Modeling on Reddit using a Graph-Structured LSTM Vicky Zayats Mari Ostendorf 25 84 0 07 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 35 502 0 05 Apr 2017
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention R. Miyazaki Mamoru Komachi 35 2 0 04 Apr 2017