Sentiment Tagging of Adjectives at the Meaning Level

  title={Sentiment Tagging of Adjectives at the Meaning Level},
  author={Alina Andreevskaia and Sabine Bergler},
  booktitle={Canadian Conference on AI},
We present a sentiment tagging system which is based on multiple bootstrapping runs on WordNet synsets and glosses using different non-intersecting seed lists of manually annotated words. The system is further enhanced by the addition of a module for partial sense disambiguation of sentiment-bearing adjectives using combinatorial patterns. This (1) enables sentiment annotation at the sense, rather than whole word level, and (2) provides an effective tool for the automatic cleaning of the lists… CONTINUE READING

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