Personality Trait Recognition
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Benchmarks
Most implemented
A Synthetic Dataset for Personal Attribute Inference
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
Learning to Navigate Intersections with Unsupervised Driver Trait Inference
Papers
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues
Personality recognition aims to identify the personality traits implied in user data such as dialogues and social media posts. Current research predominantly treats personality recognition as a classification task, faili…
Personality Trait RecognitionA Synthetic Dataset for Personal Attribute Inference
Recently, powerful Large Language Models (LLMs) have become easily accessible to hundreds of millions of users world-wide. However, their strong capabilities and vast world knowledge do not come without associated privac…
AttributeAuthor ProfilingPersonality Trait RecognitionPrivacy Preserving+3Personality Trait Recognition using ECG Spectrograms and Deep Learning
This paper presents an innovative approach to recognizing personality traits using deep learning (DL) methods applied to electrocardiogram (ECG) signals. Within the framework of detecting the big five personality traits …
Deep LearningPersonality Trait RecognitionOCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment
Psychological and neurological studies earlier suggested that a personality type can be determined by the whole face as well as by its sides. This article discusses novel research using deep neural networks that address …
Personality Trait RecognitionPersonality Trait Recognition by FaceCPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
Human language expression is based on the subjective construal of the situation instead of the objective truth conditions, which means that speakers' personalities and emotions after cognitive processing have an importan…
Chinese Sentiment AnalysisConversational Response GenerationDialog Act ClassificationDialogue Generation+7Learning to Navigate Intersections with Unsupervised Driver Trait Inference
Navigation through uncontrolled intersections is one of the key challenges for autonomous vehicles. Identifying the subtle differences in hidden traits of other drivers can bring significant benefits when navigating in s…
Autonomous NavigationAutonomous VehiclesDeep Reinforcement LearningNavigate+2