This is a decommissioned version of ERA which is running to enable completion of migration processes. All new collections and items and all edits to existing items should go to our new ERA instance at https://ualberta.scholaris.ca - Please contact us at erahelp@ualberta.ca for assistance!
- 451 views
- 354 downloads
Do Idioms Have a Heart? The SIDE (Sentiment of IDiomatic Expressions) Project
-
- Author(s) / Creator(s)
-
This paper presents some preliminary results of the SIDE project, which aims at investigating the emotional content of idioms from both a behavioral and computational point of view. In this first work, we collected affective ratings for a set of 45 Italian verb-noun idioms and 45 Italian non-idiomatic verb-noun pairs and then performed a computational study to analyze the role of linguistic information in determining the affective rating of idioms and non-idioms. To this end, we exploited an existing vector-based computational model to calculate a distributional polarity score. The correlation analysis between such a score and human-rated valence revealed a high correlation among the variables as well as a significantly lower polarity score of idioms with respect to non-idioms reflecting their stronger negative content.
-
- Date created
- 2019-03-26
-
- Subjects / Keywords
-
- Type of Item
- Article (Published)