SocialPersona benchmark shows MLLMs detect broad user interests from multimodal timelines but drop sharply on fine-grained and recent interests when generating personalized responses.
shows interest in
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
SocialPersona: Benchmarking Personalized Profiling and Response with Multimodal Social-Media Context
SocialPersona benchmark shows MLLMs detect broad user interests from multimodal timelines but drop sharply on fine-grained and recent interests when generating personalized responses.