Papers with spatial-temporal memory
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction (2025.naacl-long)
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| Challenge: | Existing methods to apply large language models to zero-shot next location prediction tasks are limited due to their limited computational power. |
| Approach: | They propose a systematic agentic prediction framework to achieve generalized next location prediction. |
| Outcome: | The proposed framework surpasses the leading baseline by 3.33% to 8.57% across 8 out of 12 metrics. |