Resumen de Towards an integrated pipeline for aspect-based sentiment analysis in various domains
Orphée De Clercq, Els Lefever, Gilles Jacobs, Tijl Carpels, Véronique Hoste
This paper presents an integrated ABSA pipeline for Dutch that has been developed and tested on qualitative user feedback coming from three domains: retail, bank- ing and human resources. The two lat- ter domains provide service-oriented data, which has not been investigated before in ABSA. By performing in-domain and cross-domain experiments the validity of our approach was investigated. We show promising results for the three ABSA sub- tasks, aspect term extraction, aspect cat- egory classification and aspect polarity classification.
