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Segmental structure is a common pattern in many types of sequences such as phrases in human languages.
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Lee, Kai-Fu and Hon, Hsiao-Wuen · 1989
Earlier work this paper cites.
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Hochreiter, Sepp and Schmidhuber, Jürgen · 1997
Earlier work this paper cites.
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Braun, Jerome V and Muller, Hans-Georg · 1998
Earlier work this paper cites.
Learning in Graphical Models
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Segmental recurrent neural networks
Kong, Lingpeng, Dyer, Chris, and Smith, Noah A · 2015
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An online sequence-to-sequence model using partial conditioning
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