Incorporating topic information into sentiment analysis models
Tony Mullen, Nigel Collier · 2004
This paper reports experiments in classifying texts based upon their favorability towards the subject of the text using a feature set enriched with topic information on a small dataset of music reviews hand-annotated for topic.The results of these experiments suggest ways in which incorporating topic information into such models may yield improvement over models which do not use topic information.