Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization

13 May 2018

Houfeng Wang

Papers citing "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"

21 / 21 papers shown

Title
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 232 96 0 05 Mar 2024
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach Jingjing Xu Xu Sun Qi Zeng Xuancheng Ren Xiaodong Zhang Houfeng Wang Wenjie Li 82 210 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
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 70 211 0 02 Aug 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting Xu Sun Xuancheng Ren Shuming Ma Houfeng Wang 65 157 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 306 4,025 0 14 Apr 2017
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 206 26 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 270 2,564 0 19 Feb 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,701 0 02 Sep 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 405 7,968 0 17 Aug 2015
LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu Qingcai Chen Fangze Zhu 83 339 0 19 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 101 605 0 02 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 155 1,011 0 05 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,584 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,370 0 03 Jun 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012