Aug 2026
Mobility tokens with routine-aware learning for LLM-based human mobility prediction
Chenhao Wang, Qingsen Ge, Nan Hu et al.
· GeoInformatica · 0 citations
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Aug 2026
Diagnosing and mitigating teacher-forced copying in LLM-based POI trajectory generation
MoCaRS is proposed, a retrieval and selection framework conditioned on motivation that reformulates target day generation and substantially reduces copying-induced overlap while retaining reasonable mobility fidelity.
Qingsen Ge, Nan Hu, Chenhao Wang et al.
· GeoInformatica · 0 citations