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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/108CC2E9-0674-4C0D-8412-228F499F215A | - |
| Identifier | http://researchrepository.murdoch.edu.au/id/eprint/31002/ | - |
| Language | en | - |
| Extent | 6 pages | en |
| Title | Affective lexicon creation for the Greek language | en |
| Creator | Palogiannidi Elisavet | en |
| Creator | Παλογιαννιδη Ελισαβετ | el |
| Creator | Koutsakis Polychronis | en |
| Creator | Κουτσακης Πολυχρονης | el |
| Creator | Iosif Ilias | en |
| Creator | Ιωσηφ Ηλιας | el |
| Creator | Potamianos, Alexandros | en |
| Publisher | European Language Resources Association (ELRA) | en |
| Content Summary | Starting from the English affective lexicon ANEW (Bradley and Lang, 1999a) we have created the first Greek affective lexicon. It contains human ratings for the three continuous affective dimensions of valence, arousal and dominance for 1034 words. The Greek affective lexicon is compared with affective lexica in English, Spanish and Portuguese. The lexicon is automatically expanded by selecting a small number of manually annotated words to bootstrap the process of estimating affective ratings of unknown words. We experimented with the parameters of the semantic-affective model in order to investigate their impact to its performance, which reaches 85% binary classification accuracy (positive vs. negative ratings). We share the Greek affective lexicon that consists of 1034 words and the automatically expanded Greek affective lexicon that contains 407K words. | en |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2018-11-19 | - |
| Date of Publication | 2016 | - |
| Subject | Affective lexicon | en |
| Subject | Affective ratings | en |
| Subject | Arousal | en |
| Subject | Dominance | en |
| Subject | Emotion recognition | en |
| Subject | Semantic similarity | en |
| Subject | Sentiment analysis | en |
| Subject | Valence | en |
| Bibliographic Citation | E. Palogiannidi, P. Koutsakis, E. Iosif and A. Potamianos, "Affective lexicon creation for the Greek language," in 10th International Conference on Language Resources and Evaluation, 2016, pp. 2867-2872. | en |
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