When Are Tree Structures Necessary for Deep Learning of Representations?

28 February 2015

Jiwei Li

Thang Luong

Dan Jurafsky

Eduard H. Hovy

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Papers citing "When Are Tree Structures Necessary for Deep Learning of Representations?"

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Title
AutoEncoding Tree for City Generation and Applications Wenyu Han Congcong Wen Lazarus Chok Yan Liang Tan Sheung Lung Chan Hang Zhao Chen Feng 3DPC 35 3 0 27 Sep 2023
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 21 45 0 20 Oct 2021
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Xiao Fu Guijun Zhang 20 1 0 11 Jan 2021
A constrained recursion algorithm for batch normalization of tree-sturctured LSTM R. Ando Yoshiyasu Takefuji 14 2 0 21 Aug 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng-Wei Zhang ViT 8 62 0 02 Dec 2019
A Better Way to Attend: Attention with Trees for Video Question Answering Hongyang Xue Wenqing Chu Zhou Zhao Deng Cai 25 33 0 05 Sep 2019
When to use parametric models in reinforcement learning? H. V. Hasselt Matteo Hessel John Aslanides 25 189 0 12 Jun 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 27 55 0 08 May 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 27 190 0 29 Jan 2019
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 32 42 0 29 Aug 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification Yizhong Wang Sujian Li Jingfeng Yang Xu Sun Houfeng Wang 23 17 0 03 Mar 2018
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 14 748 0 14 Sep 2017
Universal Dependencies Parsing for Colloquial Singaporean English Hongmin Wang Yue Zhang GuangYong Leonard Chan Jie Yang Hai Leong Chieu 19 28 0 18 May 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 42 34 0 13 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Deep Learning with Dynamic Computation Graphs Moshe Looks Marcello Herreshoff DeLesley S. Hutchins Peter Norvig GNN AI4CE 34 132 0 07 Feb 2017
Bidirectional Tree-Structured LSTM with Head Lexicalization Zhiyang Teng Yue Zhang 18 23 0 21 Nov 2016
What Do Recurrent Neural Network Grammars Learn About Syntax? Noah A. Smith Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig A. Kuncoro GNN 36 147 0 17 Nov 2016
Getting Started with Neural Models for Semantic Matching in Web Search Kezban Dilek Onal I. S. Altingövde Pinar Senkul Maarten de Rijke VLM 3DV 31 9 0 08 Nov 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu Danlu Chen Xipeng Qiu Xuangjing Huang 26 155 0 17 Oct 2016
Full-Time Supervision based Bidirectional RNN for Factoid Question Answering Dong Xu Wu-Jun Li 16 4 0 19 Jun 2016
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 41 895 0 28 May 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 22 313 0 19 Mar 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 14 1,181 0 05 Jan 2016
A C-LSTM Neural Network for Text Classification Chunting Zhou Chonglin Sun Zhiyuan Liu F. Lau AILaw 40 861 0 27 Nov 2015
Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman Christopher D. Manning Christopher Potts 31 75 0 16 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 38 234 0 02 Jun 2015