Identifying and Understanding Human Values in Text: A Tailorable LLM-based Architecture

In three linesModular LLM-based architecture to detect and quantify intensity of human values in text. Three coordinated modules: generating value specifications from theoretical frameworks, labeling texts, assigning graded support/resistance based on rhetorical and semantic evidence. Evaluated on ValueEval dataset with multiple LLMs, demonstrating pipeline generality.

Summary generated by Claude — human-verified