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Incorporating topic information into sentiment analysis models

Proceedings of the ACL 2004 on Interactive poster and demonstration sessions, : 25, 2004.
Authors: Tony Mullen and Nigel Collier
URL: http://portal.acm.org/citation.cfm?id=1219069
Description: Incorporating topic information into sentiment analysis models
Tags: sentiment toread
Abstract: 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.
| URL | BibTeX  
@inproceedings{Mullen04,
title = {Incorporating topic information into sentiment analysis models},
address = {Morristown, NJ, USA},
author = {Tony Mullen and Nigel Collier},
booktitle = {Proceedings of the ACL 2004 on Interactive poster and demonstration sessions},
pages = {25},
publisher = {Association for Computational Linguistics},
url = {http://portal.acm.org/citation.cfm?id=1219069},
year = {2004},
description = {Incorporating topic information into sentiment analysis models},
abstract = {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.},
location = {Barcelona, Spain}, doi = {http://dx.doi.org/10.3115/1219044.1219069},
keywords = {sentiment toread }
}