Low-Rank Tensors for Scoring Dependency Structures

Accurate scoring of syntactic structures such as head-modifier arcs in dependency parsing typically requires rich, high-dimensional feature representations. A small subset of such features is often selected manually. This is problematic when features lack clear linguistic meaning as in embeddings o...

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Bibliographic Details
Main Authors: Lei, Tao, Zhang, Yuan, Barzilay, Regina, Jaakkola, Tommi S.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for Computational Linguistics 2015
Online Access:http://hdl.handle.net/1721.1/99745
https://orcid.org/0000-0003-3121-0185
https://orcid.org/0000-0002-2921-8201
https://orcid.org/0000-0002-2199-0379
https://orcid.org/0000-0003-4644-3088