Papers Personality Alignment
“Personality Alignment” 태그가 달린 논문 6편 · 필터 해제
GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation
Current personalized recommender systems predominantly rely on static offline data for algorithm design and evaluation, significantly limiting their ability to capture long-term user preference evolution and social influ…
AI AgentPersonality AlignmentRecommendation SystemsPersonality-Guided Code Generation Using Large Language Models
Code generation, the automatic creation of source code from natural language descriptions, has garnered significant attention due to its potential to streamline software development. Inspired by research that links task-…
Code GenerationPersonality AlignmentPersonality Alignment of Large Language Models
Current methods for aligning large language models (LLMs) typically aim to reflect general human values and behaviors, but they often fail to capture the unique characteristics and preferences of individual users. To add…
Personality AlignmentMachine Mindset: An MBTI Exploration of Large Language Models
We present a novel approach for integrating Myers-Briggs Type Indicator (MBTI) personality traits into large language models (LLMs), addressing the challenges of personality consistency in personalized AI. Our method, "M…
Large Language ModelPersonality AlignmentPersonality GenerationProfessional Psychology+1Personality of AI
This research paper delves into the evolving landscape of fine-tuning large language models (LLMs) to align with human users, extending beyond basic alignment to propose "personality alignment" for language models in org…
Human FittingPersonality AlignmentGlobalTrait: Personality Alignment of Multilingual Word Embeddings
We propose a multilingual model to recognize Big Five Personality traits from text data in four different languages: English, Spanish, Dutch and Italian. Our analysis shows that words having a similar semantic meaning in…
Multilingual Word EmbeddingsPersonality AlignmentWord Embeddings