Fine-tuned RoBERTa models infer users' personality traits from real ChatGPT chat histories with accuracy better than random in multiple categories, including a +44% relative improvement for extraversion on relationship and reflection topics.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?
Fine-tuned RoBERTa models infer users' personality traits from real ChatGPT chat histories with accuracy better than random in multiple categories, including a +44% relative improvement for extraversion on relationship and reflection topics.