A General Framework for Detecting Metaphorical Collocations (CROSBI ID 719490)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Brkić Bakarić, Marija ; Načinović Prskalo, Lucia ; Popović, Maja
engleski
A General Framework for Detecting Metaphorical Collocations
This paper aims at identifying a specific set of collocations known under the term metaphorical collocations. In this type of collocations, a semantic shift has taken place in one of the components. Since the appropriate gold standard needs to be compiled prior to any serious endeavour to extract metaphorical collocations automatically, this paper first presents the steps taken to compile it, and then establishes appropriate evaluation framework. The process of compiling the gold standard is illustrated on one of the most frequent Croatian nouns, which resulted in the preliminary relation significance set. With the aim to investigate the possibility of facilitating the process, frequency, logDice, relation, and pretrained word embeddings are used as features in the classification task conducted on the logDicebased word sketch relation lists. Preliminary results are presented.
metaphorical collocations, classification, gold standard, significant relations, evaluation framework
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
3-8.
2022.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the LREC 2022 workshop on 18th Workshop on Multiword Expressions (MWE 2022)
Bhatia, Archna ; Cook, Paul ; Taslimipoor, Shiva ; Garcia, Marcos ; Ramisch, Carlos
Pariz: European Language Resources Association (ELRA)
979-10-95546-90-0
Podaci o skupu
18th Workshop on Multiword Expressions (MWE 2022) ; LREC2022
predavanje
20.06.2022-26.06.2022
Pariz, Francuska