Rangel-Pardo, Francisco Manuel; Franco-Salvador, Marc; Rosso, Paolo(Springer-Verlag, 2018)
[EN] Language variety identification aims at labelling texts in a
native language (e.g. Spanish, Portuguese, English) with its specific variation (e.g. Argentina, Chile, Mexico, Peru, Spain; Brazil, Portugal; UK, US). In ...
Rangel Pardo, Francisco Manuel(Universitat Politècnica de València, 2016-07-07)
[EN] The possibility of knowing people traits on the basis of what they write is a field of growing interest named author profiling. To infer a user's gender, age, native language or personality traits, simply by analysing ...
[EN] The rise of social media empowers people to interact and communicate with anyone anywhere in the world. The possibility of being anonymous avoids censorship and enables freedom of expression. Nevertheless, this anonymity ...
Franco Salvador, Marc; Rangel, Francisco; Rosso, Paolo; Taulé, Mariona; Martí, M. Antònia(Springer International Publishing, 2015-11-20)
In this work we focus on the use of distributed representations of words and documents using the continuous Skip-gram model. We compare this model with three recent approaches: Information Gain Word-Patterns, TF-IDF graphs ...