Title | Recognition of Affect, Judgment, and Appreciation in Text |
Publication Type | Conference Paper |
Year of Publication | 2010 |
Authors | Neviarouskaya A, Prendinger H, Ishizuka M |
Conference Name | 23rd International Conference on Computational Linguistics (COLING'10) |
Publisher | Association for Computational Linguistics |
Conference Location | Beijing, China |
Abstract | The main task we address in our research is classification of text using fine-grained attitude labels. The developed @AM system relies on the compositionality principle and a novel approach based on the rules elaborated for semantically distinct verb classes. The evaluation of our method on 1000 sentences, that describe personal experiences, showed promising results: average accuracy on the finegrained level (14 labels) was 62%, on the middle level (7 labels) – 71%, and on the top level (3 labels) – 88% |
URL | http://www.miv.t.u-tokyo.ac.jp/papers/alena-COLING2010.pdf |
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