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Author Profiling

Author profiling is the analysis of a given set of texts in an attempt to uncover various characteristics of the author based on stylistic- and content-based features, or to identify the author. Characteristics analysed commonly include age and gender, though more recent studies have looked at other characteristics, like personality traits and occupation.

Author profiling is one of the three major fields in automatic authorship identification (AAI), the other two being authorship attribution and authorship identification.

Papers

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Showing 26–50 of 58 papers

TitleStatusHype
How to Use less Features and Reach Better Performance in Author Gender Identification—0
Including Dialects and Language Varieties in Author Profiling—0
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users—0
Learning Multimodal Gender Profile using Neural Networks—0
N-GrAM: New Groningen Author-profiling Model—0
On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification—0
Proceedings of the Workshop on Resources and Techniques for User and Author Profiling in Abusive Language—0
Profiling Bots, Fake News Spreaders and Haters—0
Profiling-UD: a Tool for Linguistic Profiling of Texts—0
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering—0
Recipient Profiling: Predicting Characteristics from Messages—0
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media—0
Social Media Analysis based on Semanticity of Streaming and Batch Data—0
Too good to be true? Predicting author profiles from abusive language—0
UL2C: Mapping User Locations to Countries on Arabic Twitter—0
UMUTextStats: A linguistic feature extraction tool for Spanish—0
User-Centered Security in Natural Language Processing—0
Vector Space Model as Cognitive Space for Text Classification—0
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media—0
Zero and Few-shot Learning for Author Profiling—0
Age and Gender Prediction on Health Forum Data—0
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts—0
An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis—0
Apprentissage bay\'esien incr\'emental pour la d\'etermination de l'\^age et du genre d'utilisateurs de plateformes du web social (UGC text-based age \& gender author profiling through incrementally semi-supervised bayesian learning)—0
Arap-Tweet: A Large Multi-Dialect Twitter Corpus for Gender, Age and Language Variety Identification—0
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