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Text segmentation, the task of dividing a document into contiguous segments based on its semantic structure, is a longstanding challenge in language understanding.
Multi-paragraph segmentation of expository text
Marti A Hearst. 1994 · 1994
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Statistical models for text segmentation
Doug Beeferman, Adam Berger, and John Lafferty. 1999 · 1999
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Advances in domain independent linear text segmentation
Freddy YY Choi. 2000 · 2000
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A statistical model for domain-independent text segmentation
Masao Utiyama and Hitoshi Isahara. 2001 · 2001
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Topic-based document segmentation with probabilistic latent semantic analysis
Thorsten Brants, Francine Chen, and Ioannis Tsochantaridis. 2002 · 2002
Cited alongside, same era.
Latent Dirichlet allocation
D. Blei, A. Ng, and M. I. Jordan. 2003 · 2003
Cited alongside, same era.
Natural Language Processing with Python
S. Bird, E. Loper, and E. Klein. 2009 · 2009
Cited alongside, same era.
Global models of document structure using latent permutations
Harr Chen, SRK Branavan, Regina Barzilay, and David R Karger. 2009 · 2009
Cited alongside, same era.
Topictiling: a text segmentation algorithm based on lda
Martin Riedl and Chris Biemann. 2012 · 2012
Cited alongside, same era.
Evaluating Text Segmentation using Boundary Edit Distance
Chris Fournier. 2013 · 2013
Later among the works it cites.
Linguistic regularities in continuous space word representations
T. Mikolov, W. Yih, and G. Zweig. 2013 · 2013
Later among the works it cites.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
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Unsupervised text segmentation using semantic relatedness graphs
Goran Glavaš, Federico Nanni, and Simone Paolo Ponzetto. 2016 · 2016
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