Towards an integrated pipeline for aspect-based sentiment analysis in various domains
Orphée De Clercq, Els Lefever, Gilles Jacobs, Tijl Carpels, Véronique Hoste · 2017
This paper presents an integrated ABSA pipeline for Dutch that has been developed and tested on qualitative user feedback coming from three domains: retail, banking and human resources.The two latter 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 subtasks, aspect term extraction, aspect category classification and aspect polarity classification.