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Incremental dependency parsing using online learning

Johansson, Richard LU and Nugues, Pierre LU (2007) CoNLL Shared Task Session of EMNLP/CoNLL-2007 In Proceedings of the CoNLL Shared Task Session of EMNLP/CoNLL-2007 p.1134-1138
Abstract
We describe an incremental parser that was trained to minimize cost over sentences rather than over individual parsing actions. This is an attempt to use the advantages of the two top-scoring systems in the CoNLL-X shared task.



In the evaluation, we present the performance of the parser in the Multilingual task, as well as an evaluation of the contribution of bidirectional parsing and beam search to the parsing performance.
Please use this url to cite or link to this publication:
author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
structure prediction, Natural language processing, machine learning, syntactic analysis
in
Proceedings of the CoNLL Shared Task Session of EMNLP/CoNLL-2007
pages
5 pages
publisher
Association for Computational Linguistics
conference name
CoNLL Shared Task Session of EMNLP/CoNLL-2007
external identifiers
  • Scopus:80053340695
language
English
LU publication?
yes
id
c6ec8040-572b-4c03-bc2f-a2f179e45bba (old id 630117)
alternative location
http://www.aclweb.org/anthology/D07-1123.pdf
date added to LUP
2007-11-27 13:31:23
date last changed
2016-10-13 04:36:57
@misc{c6ec8040-572b-4c03-bc2f-a2f179e45bba,
  abstract     = {We describe an incremental parser that was trained to minimize cost over sentences rather than over individual parsing actions. This is an attempt to use the advantages of the two top-scoring systems in the CoNLL-X shared task.<br/><br>
<br/><br>
In the evaluation, we present the performance of the parser in the Multilingual task, as well as an evaluation of the contribution of bidirectional parsing and beam search to the parsing performance.},
  author       = {Johansson, Richard and Nugues, Pierre},
  keyword      = {structure prediction,Natural language processing,machine learning,syntactic analysis},
  language     = {eng},
  pages        = {1134--1138},
  publisher    = {ARRAY(0x8215bc0)},
  series       = {Proceedings of the CoNLL Shared Task Session of EMNLP/CoNLL-2007},
  title        = {Incremental dependency parsing using online learning},
  year         = {2007},
}