Overview of the Author Profiling Task at PAN 2014
نویسندگان
چکیده
This overview presents the framework and the results for the Author Profiling task at PAN 2014. Objective of this year is the analysis of the adaptability of the detection approaches when given different genres. For this purpose a corpus with four different parts (subcorpora) has been compiled: social media, Twitter, blogs, and hotel reviews. The construction of the Twitter subcorpus happened in cooperation with RepLab in order to investigate also a reputational perspective. Altogether, the approaches of 10 participants are evaluated.
منابع مشابه
Overview of the 2nd Author Profiling Task at PAN 2014
This overview presents the framework and the results for the Author Profiling task at PAN 2014. Objective of this year is the analysis of the adaptability of the detection approaches when given different genres. For this purpose a corpus with four different parts (subcorpora) has been compiled: social media, Twitter, blogs, and hotel reviews. The construction of the Twitter subcorpus happened i...
متن کاملOverview of the 5th Author Profiling Task at PAN 2017: Gender and Language Variety Identification in Twitter
This overview presents the framework and the results of the Author Profiling task at PAN 2017. The objective of this year is to address gender and language variety identification. For this purpose a corpus from Twitter has been provided for four different languages: Arabic, English, Portuguese, and Spanish. Altogether, the approaches of 22 participants are evaluated.
متن کاملOverview of the Author Profiling Task at PAN 2013
This overview presents the framework and results for the Author Profiling task at PAN 2013. We describe in detail the corpus and its characteristics, and the evaluation framework we used to measure the participants performance to solve the problem of identifying age and gender from anonymous texts. Finally, the approaches of the 21 participants and their results are described.
متن کاملOverview of the 4th Author Profiling Task at PAN 2016: Cross-Genre Evaluations
This overview presents the framework and the results of the Author Profiling task at PAN 2016. The objective was to predict age and gender from a cross-genre perspective. For this purpose a corpus from Twitter has been provided for training, and different corpora from social media, blogs, essays, and reviews have been provided for evaluation. Altogether, the approaches of 22 participants were e...
متن کاملOverview of the PAN/CLEF 2015 Evaluation Lab
This paper presents an overview of the PAN/CLEF evaluation lab. During the last decade, PAN has been established as the main forum of text mining research focusing on the identification of personal traits of authors left behind in texts unintentionally. PAN 2015 comprises three tasks: plagiarism detection, author identification and author profiling studying important variations of these problem...
متن کامل