A Hierarchical End-to-End Model for Jointly Improving Text Summarization
and Sentiment Classification

v1v2 (latest)

A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification

3 May 2018

Xuancheng Ren

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Papers citing "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification"

17 / 17 papers shown

Title
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach Jingjing Xu Xu Sun Qi Zeng Xuancheng Ren Xiaodong Zhang Houfeng Wang Wenjie Li 77 210 0 14 May 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 50 62 0 05 Mar 2018
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks Xu Sun Bingzhen Wei Xuancheng Ren Shuming Ma 60 40 0 28 Oct 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting Xu Sun Xuancheng Ren Shuming Ma Houfeng Wang 62 157 0 19 Jun 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization Shuming Ma Xu Sun Jingjing Xu Houfeng Wang Wenjie Li Qi Su 33 75 0 08 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 298 4,019 0 14 Apr 2017
Improving Multi-Document Summarization via Text Classification Ziqiang Cao Wenjie Li Sujian Li Furu Wei 53 104 0 28 Nov 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 69 810 0 23 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 194 1,539 0 21 Mar 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 257 2,557 0 19 Feb 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 154 2,061 0 04 Feb 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,700 0 02 Sep 2015
LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu Qingcai Chen Fangze Zhu 72 339 0 19 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 626 13,427 0 25 Aug 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 196 5,353 0 21 Nov 2012

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