LLM Evaluation | YuxiaDing's homepagehttps://yuxiading.github.io/tags/llm-evaluation/LLM EvaluationHugo Blox Builder (https://hugoblox.com)en-usThu, 01 May 2025 00:00:00 +0000https://yuxiading.github.io/media/icon_hu_982c5d63a71b2961.pngLLM Evaluationhttps://yuxiading.github.io/tags/llm-evaluation/Construction and Analysis of a Five-Factor Personality Assessment Model for Large Language Models (LLMs)https://yuxiading.github.io/projects/llm-personality-assessment/Thu, 01 May 2025 00:00:00 +0000https://yuxiading.github.io/projects/llm-personality-assessment/<p>This project develops a multidimensional assessment framework for studying AI agent personality traits in large language models. Based on the Big Five model and personality-oriented prompts inspired by psychological scales such as NEO-PI-R, it quantitatively compares behavioral differences among models including DeepSeek-V3 and Qwen 2.5.</p> <p>The analysis uses Python to process model-generated text and statistical methods, including correlation analysis, to compare model behavior across personality dimensions. The project provides benchmark-style results for future research on AI agent behavioral consistency and personality modeling.</p>