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LCSTS: A Large Scale Chinese Short Text Summarization Dataset

19 June 2015

Baotian Hu

Qingcai Chen

Fangze Zhu

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Papers citing "LCSTS: A Large Scale Chinese Short Text Summarization Dataset"

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Title
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 74 9 0 08 Dec 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 88 46 0 02 Nov 2020
QBSUM: a Large-Scale Query-Based Document Summarization Dataset from Real-world Applications Mingjun Zhao Shengli Yan Bang Liu Xinwang Zhong Qian Hao Haolan Chen Di Niu Bowei Long Wei-dong Guo RALM 87 20 0 27 Oct 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu Chenguang Zhu Yu Shi Michael Zeng Xuedong Huang 67 26 0 18 Oct 2020
Lexicon-constrained Copying Network for Chinese Abstractive Summarization Boyan Wan Mishal Sohail 45 2 0 16 Oct 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak Esin Durmus Claire Cardie Kathleen McKeown CVBM 83 204 0 07 Oct 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 104 177 0 30 Apr 2020
An Unsupervised Semantic Sentence Ranking Scheme for Text Documents Hao Zhang Jie Wang 73 10 0 28 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 68 14 0 26 Apr 2020
Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization Piji Li Lidong Bing Zhongyu Wei Wai Lam 36 3 0 07 Apr 2020
GRET: Global Representation Enhanced Transformer Rongxiang Weng Hao-Ran Wei Shujian Huang Heng Yu Lidong Bing Weihua Luo Jiajun Chen 74 9 0 24 Feb 2020
Explicit Sentence Compression for Neural Machine Translation Z. Li Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Zhuosheng Zhang Hai Zhao 75 29 0 27 Dec 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization Xiangyu Duan Hongfei Yu Mingming Yin Min Zhang Weihua Luo Yue Zhang 74 49 0 29 Oct 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning Peng Xu Chien-Sheng Wu Andrea Madotto Pascale Fung 96 36 0 09 Sep 2019
NCLS: Neural Cross-Lingual Summarization Junnan Zhu Qian Wang Yining Wang Yu Zhou Jiajun Zhang Shaonan Wang Chengqing Zong 76 134 0 31 Aug 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 85 18 0 19 Jul 2019
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking Masaru Isonuma Junichiro Mori Ichiro Sakata BDL 64 42 0 13 Jun 2019
Dynamic Past and Future for Neural Machine Translation Zaixiang Zheng Shujian Huang Zhaopeng Tu Xinyu Dai Jiajun Chen 86 30 0 21 Apr 2019
Abstractive Text Summarization by Incorporating Reader Comments Shen Gao Preslav Nakov Piji Li Zhaochun Ren Lidong Bing Dongyan Zhao Rui Yan 83 71 0 13 Dec 2018
LSICC: A Large Scale Informal Chinese Corpus Jianyu Zhao Zhuoran Ji 37 3 0 26 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 97 185 0 02 Nov 2018
Language Modeling with Sparse Product of Sememe Experts Yihong Gu Jun Yan Hao Zhu Zhiyuan Liu Ruobing Xie Maosong Sun Fen Lin Leyu Lin MoE 68 31 0 29 Oct 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 61 131 0 11 Sep 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma Xu Sun Junyang Lin Houfeng Wang 70 46 0 13 May 2018
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency Bingzhen Wei Xuancheng Ren Xu Sun Yi Zhang Xiaoyan Cai Qi Su 28 18 0 10 May 2018
Global Encoding for Abstractive Summarization Junyang Lin Xu Sun Shuming Ma Qi Su 79 146 0 10 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wen Liu Q. Du BDL 112 136 0 09 May 2018
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification Shuming Ma Xu Sun Junyang Lin Xuancheng Ren 77 59 0 03 May 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 60 170 0 19 Apr 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 98 49 0 28 Mar 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 82 62 0 05 Mar 2018
A Hybrid Word-Character Approach to Abstractive Summarization Chieh-Teng Chang Chi-Chia Huang Chih-Yuan Yang Jane Yung-jen Hsu 62 8 0 27 Feb 2018
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 33 3 0 31 Oct 2017
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks Xu Sun Bingzhen Wei Xuancheng Ren Shuming Ma 84 40 0 28 Oct 2017
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Shuming Ma Xu Sun 60 30 0 06 Oct 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 81 211 0 02 Aug 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 61 75 0 08 Jun 2017
Diversity driven Attention Model for Query-based Abstractive Summarization Preksha Nema Mitesh Khapra Anirban Laha Balaraman Ravindran 90 169 0 26 Apr 2017
Abstractive Headline Generation for Spoken Content by Attentive Recurrent Neural Networks with ASR Error Modeling Lang-Chi Yu Hung-yi Lee Lin-Shan Lee 56 8 0 26 Dec 2016
Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao Chuwei Luo Wenjie Li Sujian Li 68 90 0 28 Nov 2016
Efficient Summarization with Read-Again and Copy Mechanism Wenyuan Zeng Wenjie Luo Sanja Fidler R. Urtasun 83 101 0 10 Nov 2016
Distraction-Based Neural Networks for Document Summarization Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang 99 59 0 26 Oct 2016
Topic Sensitive Neural Headline Generation Lei Xu Ziyun Wang Ayana Zhiyuan Liu Maosong Sun 29 0 0 20 Aug 2016
Neural Headline Generation with Sentence-wise Optimization Ayana Shiqi Shen Yu Zhao Zhiyuan Liu Maosong Sun 94 55 0 07 Apr 2016
AttSum: Joint Learning of Focusing and Summarization with Neural Attention Ziqiang Cao Wenjie Li Sujian Li Furu Wei Yanran Li 99 117 0 01 Apr 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 261 1,541 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 363 2,569 0 19 Feb 2016
A Planning based Framework for Essay Generation Bing Qin Duyu Tang Xinwei Geng Dandan Ning Jiahao Liu Ting Liu 43 5 0 18 Dec 2015