Fine-Grained Emotion Detection in Suicide Notes: A Thresholding Approach to Multi-Label Classification

We present a system to automatically identify emotion-carrying sentences in suicide notes and to detect the specific fine-grained emotion conveyed. With this system, we competed in Track 2 of the 2011 Medical NLP Challenge,14 where the task was to distinguish between fifteen emotion labels, from gui...

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Detalles Bibliográficos
Autores principales: Luyckx, Kim, Vaassen, Frederik, Peersman, Claudia, Daelemans, Walter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2012
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409486/
https://www.ncbi.nlm.nih.gov/pubmed/22879761
http://dx.doi.org/10.4137/BII.S8966

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3409486/
https://www.ncbi.nlm.nih.gov/pubmed/22879761
http://dx.doi.org/10.4137/BII.S8966

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