This paper reports on the PAN 2014 evaluation lab which hosts three
shared tasks on plagiarism detection, author identification, and author profiling.
To improve the reproducibility of shared tasks in general, and PAN’s ...
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 ...
[EN] In this paper, we propose a method for automatic identifying
emotions in written texts in social media with high proliferation such as
Facebook. For that task we try to model the way people use the language
to ...
Rangel, Francisco; Rosso, Paolo(Springer International Publishing, 2015-11-20)
Author profiling aims at identifying different traits such as age and gender of an author on the basis of her writings. We propose the novel EmoGraph graph-based approach where morphosyntactic categories are enriched with ...
[EN] 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 ...
[EN] 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 ...
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 ...