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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
Author-Specific Linguistic Patterns Unveiled: A Deep Learning Study on Word Class Distributions—0
Recipient Profiling: Predicting Characteristics from Messages—0
BN-AuthProf: Benchmarking Machine Learning for Bangla Author Profiling on Social Media TextsCode0
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering—0
A Synthetic Dataset for Personal Attribute InferenceCode2
User-Centered Security in Natural Language Processing—0
GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification—0
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and ArabicCode0
UMUTextStats: A linguistic feature extraction tool for Spanish—0
Zero and Few-shot Learning for Author Profiling—0
Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users—0
How Different Text-preprocessing Techniques Using The BERT Model Affect The Gender Profiling of Authors—0
Preventing Author Profiling through Zero-Shot Multilingual Back-TranslationCode0
Unified and Multilingual Author Profiling for Detecting HatersCode0
UL2C: Mapping User Locations to Countries on Arabic Twitter—0
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author ProfilingCode1
SpanEmo: Casting Multi-label Emotion Classification as Span-predictionCode1
Too good to be true? Predicting author profiles from abusive language—0
Profiling-UD: a Tool for Linguistic Profiling of Texts—0
Cross-domain Author Gender Classification in Brazilian Portuguese—0
An Algerian Corpus and an Annotation Platform for Opinion and Emotion Analysis—0
Profiling Bots, Fake News Spreaders and Haters—0
Constructing a Bilingual Corpus of Parallel Tweets—0
Proceedings of the Workshop on Resources and Techniques for User and Author Profiling in Abusive Language—0
BERT-Based Arabic Social Media Author Profiling—0
Gender Prediction from Tweets: Improving Neural Representations with Hand-Crafted FeaturesCode0
A Turkish Dataset for Gender Identification of Twitter Users—0
Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning—0
Bot and Gender Detection of Twitter Accounts Using Distortion and LSACode0
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media—0
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media—0
Author Profiling for Hate Speech Detection—0
Arap-Tweet: A Large Multi-Dialect Twitter Corpus for Gender, Age and Language Variety Identification—0
Guidelines and Annotation Framework for Arabic Author Profiling—0
Author Profiling for Abuse DetectionCode0
Enhancing Sentence Embedding with Generalized PoolingCode0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
A visual approach for age and gender identification on Twitter—0
Author Profiling from Facebook Corpora—0
We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!Code0
Social Media Analysis based on Semanticity of Streaming and Batch Data—0
Learning Multimodal Gender Profile using Neural Networks—0
We Built a Fake News / Click Bait Filter: What Happened Next Will Blow Your Mind!Code0
Vector Space Model as Cognitive Space for Text Classification—0
N-GrAM: New Groningen Author-profiling Model—0
Including Dialects and Language Varieties in Author Profiling—0
Author Profiling at PAN: from Age and Gender Identification to Language Variety Identification (invited talk)—0
On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification—0
A Structured Self-attentive Sentence EmbeddingCode1
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization—0
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