A Synthetic Dataset for Personal Attribute Inference

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2025

11-24

A Synthetic Dataset for Personal Attribute Inference

11-24

Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents

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From Millions of Tweets to Actionable Insights: Leveraging LLMs for User Profiling

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SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs

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Fine-grained User Behavior Simulation on Social Media Based on Role-playing Large Language Models

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Enhancing user stance detection on social media using language models: A theoretically-informed research agenda

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Predicting User Stances from Target-Agnostic Information using Large Language Models

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Activation-Space Personality Steering: Hybrid Layer Selection for Stable Trait Control in LLMs

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BELIEF DYNAMICS REVEAL THE DUAL NATURE OF IN-CONTEXT LEARNING AND ACTIVATION STEERING

11-21

Can Role Vectors Affect LLM Behaviour?