Browsing by Subject "authorship profiling"
Now showing items 1-5 of 5
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Author verification: basic stacked generalization applied to predictions from a set of heterogeneous learners
(2015)In this paper we present the system we submitted to the PAN 2015 competition for the author verification task. We consider the task as a supervised classification problem, where each case in a dataset is an instance. Our ... -
CLG Authorship Analytics: a library for authorship verification
(2022)The task of authorship verification consists in detecting whether two texts have been written by the same person. This paper describes the CLG Authorship Analytics software, which implements several individual methods as ... -
A Diachronic Corpus for Literary Style Analysis
(2018)This research presents a resource for diachronic style analysis in particular the analysis of literary authors over time. Temporal style analysis has received comparatively little attention over the past years in spite of ... -
Style-based distance features for author profiling - Notebook for PAN at CLEF 2013
(2013)In this paper we present the approach we took in our participation to the PAN 2013 Author Profiling task. It is an adaptation of our system submitted for author identification, assuming that a profile category (authors ... -
Temporal predictive regression models for linguistic style analysis
(2018)This study focuses on modelling general and individual language change over several decades. A timeline prediction task was used to identify interesting temporal features. Our previous work achieved high accuracy in ...