CoMaPOI uses three LLM agents (Profiler, Forecaster, Predictor) with reverse-reasoning fine-tuning to achieve state-of-the-art next-POI prediction on NYC, TKY, and CA.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language
CoMaPOI uses three LLM agents (Profiler, Forecaster, Predictor) with reverse-reasoning fine-tuning to achieve state-of-the-art next-POI prediction on NYC, TKY, and CA.