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README.md
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@@ -18,10 +18,8 @@ Spatial reasoning is important for a wide range of applications such as navigati
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analysis. Many smaller LLMs, while strong in general reasoning, often lack the ability to interpret
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spatial relationships with precision or utilize real-world geographic data effectively. For example, they
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struggle to answer queries like “What’s between Point A and Point B?” or “Find me the fastest route
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avoiding traffic at 8 AM tomorrow.”
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API. Even when the LLM has access to geospatial information, smaller models struggled to correctly
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interpret user questions, so we had to switch to a much newer and larger model.
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## Related Work/Gap Analysis
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analysis. Many smaller LLMs, while strong in general reasoning, often lack the ability to interpret
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spatial relationships with precision or utilize real-world geographic data effectively. For example, they
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struggle to answer queries like “What’s between Point A and Point B?” or “Find me the fastest route
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avoiding traffic at 8 AM tomorrow.” Even when the LLM has access to geospatial information, smaller models struggle to correctly
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interpret user questions.
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## Related Work/Gap Analysis
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