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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 1–50 of 58 papers

TitleStatusHype
A Synthetic Dataset for Personal Attribute InferenceCode2
A Structured Self-attentive Sentence EmbeddingCode1
SpanEmo: Casting Multi-label Emotion Classification as Span-predictionCode1
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author ProfilingCode1
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
A Semi-Supervised Approach for Gender Identification—0
A Turkish Dataset for Gender Identification of Twitter Users—0
Author Profiling at PAN: from Age and Gender Identification to Language Variety Identification (invited talk)—0
Author Profiling for Hate Speech Detection—0
Author Profiling from Facebook Corpora—0
Authorship Attribution and Author Profiling of Lithuanian Literary Texts—0
Author-Specific Linguistic Patterns Unveiled: A Deep Learning Study on Word Class Distributions—0
A visual approach for age and gender identification on Twitter—0
BERT-Based Arabic Social Media Author Profiling—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
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
Constructing a Bilingual Corpus of Parallel Tweets—0
Cross-domain Author Gender Classification in Brazilian Portuguese—0
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization—0
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction—0
Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification—0
Guidelines and Annotation Framework for Arabic Author Profiling—0
How Different Text-preprocessing Techniques Using The BERT Model Affect The Gender Profiling of Authors—0
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
BN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media TextsCode0
Bot and Gender Detection of Twitter Accounts Using Distortion and LSACode0
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