NextLocMoE combines a location-semantics expert mixer and a persona-based expert mixer inside a trimmed LLaMA backbone to set new accuracy marks on next-location prediction benchmarks.
Context-aware multi-head self-attentional neural network model for next location prediction.Transportation Research Part C: Emerging Technologies, 156:104315, 2023
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Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction
NextLocMoE combines a location-semantics expert mixer and a persona-based expert mixer inside a trimmed LLaMA backbone to set new accuracy marks on next-location prediction benchmarks.