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Our task is to generate an effective summary for a given document with specific realtime requirements.
Topical coherence for graph-based extractive summarization
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The anatomy of a large-scale hypertextual Web search engine
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An information-theoretic measure for document similarity
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Latent dirichlet allocation
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Keyword extraction from a single document using word co-occurrence statistical information
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Textrank: Bringing order into texts
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Mead-a platform for multidocument multilingual text summarization
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Automatically evaluating content selection in summarization without human models
Louis, A. and Nenkova, A. (2009) · 2009
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Automatic keyword extraction from individual documents
Rose, S., Engel, D., Cramer, N., and Cowley, W. (2010) · 2010
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Towards a unified approach to simultaneous single-document and multi-document summarizations
Wan, X. (2010) · 2010
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Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
Wan, X. and Xiao, J. (2010) · 2010
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Automatic generation of story highlights
Woodsend, K. and Lapata, M. (2010) · 2010
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Deep sparse rectifier neural networks
Integrating importance, non-redundancy and coherence in graph-based extractive summarization
Parveen, D. and Strube, M. (2015) · 2015
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A neural attention model for abstractive sentence summarization
Rush, A. M., Chopra, S., and Weston, J. (2015) · 2015
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Natural language toolkit: Texttiling
Boutsioukis, G. (2016) · 2016
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Neural summarization by extracting sentences and words
Cheng, J. and Lapata, M. (2016) · 2016
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What do a million news articles look like?
Corney, D., Albakour, D., Martinez, M., and Moussa, S. (2016) · 2016
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Glorot, X., Bordes, A., and Bengio, Y. (2011) · 2011
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A class of submodular functions for document summarization
Lin, H. and Bilmes, J. A. (2011) · 2011
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Summarization through submodularity and dispersion
Dasgupta, A., Kumar, R., and Ravi, S. (2013) · 2013
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Textrank implementation in python
MIT (2014) · 2014
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From word embeddings to document distances
Kusner, M. J., Sun, Y., Kolkin, N. I., and Weinberger, K. Q. (2015) · 2015
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A python implementation of the rapid automatic keyword extraction
MIT (2015) · 2015
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Efficient estimation of word representations in vector space
Mikolov, T., Chen, K., Corrado, G., and Dean, J. (2013a)
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Nallapati, R., Zhou, B., dos Santos, C. N., Gülçehre, Ã., and Xiang, B. (2016) · 2016
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Generating coherent summaries of scientific articles using coherence patterns
Parveen, D., Mesgar, M., and Strube, M. (2016) · 2016
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Dtatg: An automatic title generator based on dependency trees
Shao, L. and Wang, J. (2016) · 2016
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Wikimedia downloads
Foundation, W. (2017) · 2017
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gensim 2.0.0
Rehurek, R. (2017) · 2017
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