Incremental dependency parsing using online learning
Johansson, Richard LU and Nugues, Pierre LU
(2007)
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:
https://lup.lub.lu.se/record/630117
- author
- Johansson, Richard
LU
and Nugues, Pierre
LU
- organization
- publishing date
- 2007
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- structure prediction, Natural language processing, machine learning, syntactic analysis
- host publication
- 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
- conference dates
- 2007-06-28 - 2007-06-30
- 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
- 2016-04-04 09:56:15
- date last changed
- 2022-04-23 22:16:26
@inproceedings{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}},
booktitle = {{Proceedings of the CoNLL Shared Task Session of EMNLP/CoNLL-2007}},
keywords = {{structure prediction; Natural language processing; machine learning; syntactic analysis}},
language = {{eng}},
pages = {{1134--1138}},
publisher = {{Association for Computational Linguistics}},
title = {{Incremental dependency parsing using online learning}},
url = {{http://www.aclweb.org/anthology/D07-1123.pdf}},
year = {{2007}},
}