Annotating Expressions of Opinions and Emotions in Language

@article{Wiebe2005AnnotatingEO,
  title={Annotating Expressions of Opinions and Emotions in Language},
  author={Janyce Wiebe and Theresa Wilson and Claire Cardie},
  journal={Language Resources and Evaluation},
  year={2005},
  volume={39},
  pages={165-210}
}
This paper describes a corpus annotation project to study issues in the manual annotation of opinions, emotions, sentiments, speculations, evaluations and other private states in language. The resulting corpus annotation scheme is described, as well as examples of its use. In addition, the manual annotation process and the results of an inter-annotator agreement study on a 10,000-sentence corpus of articles drawn from the world press are presented. 
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