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Coreference Resolution in Freeling 4.0

Author
Marimon, M.; Padro, L.; Turmo, J.
Type of activity
Presentation of work at congresses
Name of edition
11th International Conference on Language Resources and Evaluation
Date of publication
2018
Presentation's date
2018-05-08
Book of congress proceedings
LREC 2018: 11th International Conference on Language, Resources and Evaluation: Miyazaki, Japan: May 7-12, 2018: proceedings book
First page
376
Last page
381
Repository
http://hdl.handle.net/2117/127830 Open in new window
URL
http://www.lrec-conf.org/proceedings/lrec2018/pdf/40.pdf Open in new window
Abstract
This paper presents the integration of RelaxCor into FreeLing. RelaxCor is a coreference resolution system based on constraint satisfaction that ranked second in the CoNLL-2011 shared task. FreeLing is an open-source library for NLP with more than fifteen years of existence and a widespread user community. We present the difficulties found in porting RelaxCor from a shared task scenario to a production enviroment, as well as the solutions devised. We present two strategies for this integration a...
Citation
Marimon, M.; Padro, L.; Turmo, J. Coreference Resolution in Freeling 4.0. A: International Conference on Language Resources and Evaluation. "LREC 2018: 11th International Conference on Language, Resources and Evaluation: Miyazaki, Japan: May 7-12, 2018: proceedings book". 2018, p. 376-381.
Keywords
CoNLL-2011, Coreference Resolution, FreeLing, Relaxation labeling
Group of research
GPLN - Natural Language Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications

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