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Coreference Resolution in Freeling 4.0

Autor
Marimon, M.; Padro, L.; Turmo, J.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
11th International Conference on Language Resources and Evaluation
Any de l'edició
2018
Data de presentació
2018-05-08
Llibre d'actes
LREC 2018: 11th International Conference on Language, Resources and Evaluation: Miyazaki, Japan: May 7-12, 2018: proceedings book
Pàgina inicial
376
Pàgina final
381
Repositori
http://hdl.handle.net/2117/127830 Obrir en finestra nova
URL
http://www.lrec-conf.org/proceedings/lrec2018/pdf/40.pdf Obrir en finestra nova
Resum
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...
Citació
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.
Paraules clau
CoNLL-2011, Coreference Resolution, FreeLing, Relaxation labeling
Grup de recerca
GPLN - Grup de Processament del Llenguatge Natural
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla

Participants

Arxius