An enhanced Tree-LSTM architecture for sentence semantic modeling using
typed dependencies

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An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies

18 February 2020

Jeena Kleenankandy

Abdul Nazeer K A

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Papers citing "An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies"

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Title
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts M. Shakeel Asim Karim Imdadullah Khan 68 34 0 27 Dec 2019
Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations Taeuk Kim Jihun Choi Daniel Edmiston Sanghwan Bae Sang-goo Lee 67 23 0 07 Sep 2018
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 50 15 0 18 Aug 2018
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity H. Tien Nguyen Minh Le Yamasaki Tomohiro Izuha Tatsuya 31 67 0 21 May 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification Yizhong Wang Sujian Li Jingfeng Yang Xu Sun Houfeng Wang 40 17 0 03 Mar 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 75 56 0 09 Feb 2018
A Deep Network Model for Paraphrase Detection in Short Text Messages Basant Agarwal H. Ramampiaro H. Langseth M. Ruocco 73 111 0 07 Dec 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 84 189 0 10 Jul 2017
Dynamic Compositional Neural Networks over Tree Structure Pengfei Liu Xipeng Qiu Xuanjing Huang 51 31 0 11 May 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 98 804 0 13 Feb 2017
Learning to Compose Words into Sentences with Reinforcement Learning Dani Yogatama Phil Blunsom Chris Dyer Edward Grefenstette Wang Ling NAI 70 159 0 28 Nov 2016
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 146 3,122 0 28 Feb 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 644 13,432 0 25 Aug 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 109 3,559 0 08 Apr 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,553 0 16 Jan 2013