Autores
Martín del Campo Rodríguez Carolina
Gómez Adorno Helena Montserrat
Sidorov Grigori
Batyrshin Ildar
Título CIC-GIL Approach to Cross-domain Authorship Attribution. Notebook for PAN at CLEF 2018
Tipo Congreso
Sub-tipo SCOPUS
Descripción 19th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2018
Resumen We present the CIC-GIL approach to the cross-domain authorship attribution task at PAN 2018. This year’s evaluation lab focuses on the closed-set attribution task applied to a Fanfiction corpus in five languages: English, French, Italian, Polish, and Spanish.We followed a traditional machine learning approach and selected different feature sets depending on the language. We evaluated document features such as typed and untyped character n-grams, word n-grams, and function word n-grams. Our final system uses the log-entropy weighting scheme and SVM as classifier.
Observaciones
Lugar Avignon
País Francia
No. de páginas 7 p.
Vol. / Cap.
Inicio 2018-09-10
Fin 2018-09-14
ISBN/ISSN