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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
A Structured Self-attentive Sentence EmbeddingCode1
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author ProfilingCode1
SpanEmo: Casting Multi-label Emotion Classification as Span-predictionCode1
Author Profiling for Abuse DetectionCode0
Enhancing Sentence Embedding with Generalized PoolingCode0
Bot and Gender Detection of Twitter Accounts Using Distortion and LSACode0
BN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media TextsCode0
We Built a Fake News / Click Bait Filter: What Happened Next Will Blow Your Mind!Code0
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and ArabicCode0
Preventing Author Profiling through Zero-Shot Multilingual Back-TranslationCode0
Gender Prediction from Tweets: Improving Neural Representations with Hand-Crafted FeaturesCode0
Unified and Multilingual Author Profiling for Detecting HatersCode0
We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!Code0
Author Profiling from Facebook Corpora—0
Author Profiling for Hate Speech Detection—0
Arap-Tweet: A Large Multi-Dialect Twitter Corpus for Gender, Age and Language Variety Identification—0
Author Profiling at PAN: from Age and Gender Identification to Language Variety Identification (invited talk)—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
Age and Gender Prediction on Health Forum Data—0
Cross-domain Author Gender Classification in Brazilian Portuguese—0
Constructing a Bilingual Corpus of Parallel Tweets—0
A Turkish Dataset for Gender Identification of Twitter Users—0
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization—0
An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis—0
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