Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

We introduce a model for constructing vector representations of words by composing characters using bidirectional LSTMs. Relative to traditional word representation models that have independent vectors for each word type, our model requires only a single vector per character type and a fixed set of...

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Veröffentlicht in:	arXiv.org 2016-05
Hauptverfasser:	Wang, Ling, Luís, Tiago, Marujo, Luís, Ramón Fernandez Astudillo, Amir, Silvio, Dyer, Chris, Black, Alan W, Trancoso, Isabel
Format:	Artikel
Sprache:	eng
Schlagworte:	Representations
Online-Zugang:	Volltext
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