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Author Profiling
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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.
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Recipient Profiling: Predicting Characteristics from Messages
BN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media Texts
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering
A Synthetic Dataset for Personal Attribute Inference
User-Centered Security in Natural Language Processing
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
Zero and Few-shot Learning for Author Profiling
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users
How Different Text-preprocessing Techniques Using The BERT Model Affect The Gender Profiling of Authors
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation
Unified and Multilingual Author Profiling for Detecting Haters
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction
Too good to be true? Predicting author profiles from abusive language
BERT-Based Arabic Social Media Author Profiling
Gender Prediction from Tweets: Improving Neural Representations with Hand-Crafted Features
Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media
Author Profiling for Hate Speech Detection
Arap-Tweet: A Large Multi-Dialect Twitter Corpus for Gender, Age and Language Variety Identification
Guidelines and Annotation Framework for Arabic Author Profiling
Enhancing Sentence Embedding with Generalized Pooling
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
A visual approach for age and gender identification on Twitter
We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!
Social Media Analysis based on Semanticity of Streaming and Batch Data
Vector Space Model as Cognitive Space for Text Classification
N-GrAM: New Groningen Author-profiling Model
Including Dialects and Language Varieties in Author Profiling
A Structured Self-attentive Sentence Embedding
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction
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