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A Survey on Automatic Text Summarization
A Survey on Automatic Text Summarization1.自动文本摘要的定义Text summarization is compress the source text into a diminished version conserving its information content and overall meaning1.1自动摘要的分类单文档摘要和多文档摘要si原创 2017-11-30 18:14:56 · 682 阅读 · 0 评论 -
Ranking with Recursive Neural Networks and Its Application to Multi-document Summarization
Cao Z, Wei F, Dong L, et al. Ranking with recursive neural networks and its application to multi-document summarization[C]// Twenty-Ninth AAAI Conference on Artificial Intelligence. AAAI Press, 2015:21原创 2017-12-11 22:04:31 · 552 阅读 · 0 评论 -
Controllable Abstractive Summarization
Controllable Abstractive SummarizationAngela Fan, David Grangier, Michael Auli Facebook AI Research,Menlo Park, CABackgoundSequence-to-Sequence(encoder-decoder) Attention mechanism Pointer Networks原创 2017-12-03 19:09:42 · 1118 阅读 · 0 评论 -
Extractive Summarization using Continuous Vector Space Models
Kågebäck M, Mogren O, Tahmasebi N, et al. Extractive Summarization using Continuous Vector Space Models[C]// Cvsc at Eacl. 2014.Abstract Using continuous vector representations for semantically aware r原创 2017-12-10 16:13:09 · 427 阅读 · 0 评论 -
Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset
Piji Li, Lidong Bing, Wai Lamy Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong AI Lab, Tencent Inc., Shenzhen, China EMNLP 2017BackgroundRA-MDS(Reade原创 2017-12-03 19:57:57 · 499 阅读 · 0 评论 -
Framework of Automatic Text Summarization Using Reinforcement Learning
Abekawa T, Abekawa T. Framework of automatic text summarization using reinforcement learning[C]// Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language原创 2017-12-07 16:06:35 · 571 阅读 · 0 评论 -
Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning
Liu Y, Zhong S H, Li W. Query-oriented multi-document summarization via unsupervised deep learning[C]// Twenty-Sixth AAAI Conference on Artificial Intelligence. AAAI Press, 2012:1699-1705.Abstract Ach原创 2017-12-08 09:26:33 · 524 阅读 · 0 评论 -
RBM-An approach for text summarization using deep learning algorithm
Padmapriya G, Duraiswamy K. AN APPROACH FOR TEXT SUMMARIZATION USING DEEP LEARNING ALGORITHM[J]. Journal of Computer Science, 2014, 10(1):1-9.AbstractRBM被广泛应用,限制玻尔兹曼机 对三种不同知识领域的文档进行了实验 基于RBMIntroduct原创 2017-12-10 12:49:32 · 402 阅读 · 0 评论 -
Fear the REAPER A System for Automatic Multi-Document Summarization with Reinforcement Learning
Liu Y, Zhong S H, Li W. Query-oriented multi-document summarization via unsupervised deep learning[C]// Twenty-Sixth AAAI Conference on Artificial Intelligence. AAAI Press, 2012:1699-1705. Abstract原创 2017-12-09 09:28:13 · 308 阅读 · 0 评论 -
Abstractive Document Summarization with a Graph-Based Attentional Neural Model
这篇文章的阅读笔记,很详细原创 2017-12-19 16:22:33 · 1122 阅读 · 0 评论
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