Δημοσίευση - Sentiment Analysis: Building Bilingual Lexical Resources
ΕΡΓΑ

Sentiment Analysis: Building Bilingual Lexical Resources

Ερευνητική περιοχή:  
    
Είδος:  
Άρθρο σε πρακτικά

 

Έτος: 2013
Συγγραφείς: Μαρία Ποντίκη; Zoe Angelou; Χάρης Παπαγεωργίου
Τίτλος βιβλίου: Proceedings of the 13th International conference on Greek Linguistics, September 26-29, Rhodes, Greece
Ημερομηνία: September 26-29
Περίληψη:
In this paper we present an Appraisal Theory grounded Lexicon for Evaluative Language (EvalLex) for both the English and the Greek language that is designed to enable a given Sentiment Analysis (SA) system to accurately detect two specific SA insights; “criticism” for negative evaluations and “praise” for positive evaluations. Each EvalLex entry is assigned a particular label based on a novel three-way classification schema. The experimental evaluation confirms the validity of the classification and provides promising results about the effectiveness of the introduced categories, as well as about the representativeness of the examined insights across different domains and media for both languages.
[Bibtex]