LLMography is a framework for generating KPI reports from human-AI conversations including prompt quality, human direction, AI dependency, and auditability scores, with a preliminary evaluation on 19 student reports showing mostly co-produced interactions.
Generative ai in higher education: Seeing chatgpt through universities’ policies, resources, and guidelines.arXiv preprint arXiv:2312.05235, 2023
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.HC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
LLMography: Transforming Human-AI Conversations into Traceability, Oversight, and Auditability Indicators
LLMography is a framework for generating KPI reports from human-AI conversations including prompt quality, human direction, AI dependency, and auditability scores, with a preliminary evaluation on 19 student reports showing mostly co-produced interactions.