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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 1–25 of 58 papers

TitleStatusHype
A Synthetic Dataset for Personal Attribute InferenceCode2
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author ProfilingCode1
SpanEmo: Casting Multi-label Emotion Classification as Span-predictionCode1
A Structured Self-attentive Sentence EmbeddingCode1
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media—0
Arap-Tweet: A Large Multi-Dialect Twitter Corpus for Gender, Age and Language Variety Identification—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—0
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts—0
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction—0
A Turkish Dataset for Gender Identification of Twitter Users—0
Age and Gender Prediction on Health Forum Data—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
Author Profiling for Hate Speech Detection—0
Author Profiling from Facebook Corpora—0
A visual approach for age and gender identification on Twitter—0
Author-Specific Linguistic Patterns Unveiled: A Deep Learning Study on Word Class Distributions—0
Authorship Attribution and Author Profiling of Lithuanian Literary Texts—0
BERT-Based Arabic Social Media Author Profiling—0
A Semi-Supervised Approach for Gender Identification—0
An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis—0
Constructing a Bilingual Corpus of Parallel Tweets—0
Cross-domain Author Gender Classification in Brazilian Portuguese—0
Author Profiling at PAN: from Age and Gender Identification to Language Variety Identification (invited talk)—0
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization—0
Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning—0
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