When Specialists and Generalists Work Together: Overcoming Domain Dependence in Sentiment Tagging

@inproceedings{Andreevskaia2008WhenSA,
  title={When Specialists and Generalists Work Together: Overcoming Domain Dependence in Sentiment Tagging},
  author={Alina Andreevskaia and Sabine Bergler},
  booktitle={ACL},
  year={2008}
}
This study presents a novel approach to the problem of system portability across different domains: a sentiment annotation system that integrates a corpus-based classifier trained on a small set of annotated in-domain data and a lexicon-based system trained on WordNet. The paper explores the challenges of system portability across domains and text genres (movie reviews, news, blogs, and product reviews), highlights the factors affecting system performance on out-of-domain and smallset in-domain… CONTINUE READING
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