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README.md

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 This fine-tuned LLM is intended for the task of geocoding complex location references, and accompanies [Coordinates from Context: Using LLMs to Ground Complex Location References](https://arxiv.org/pdf/2510.08741) (Masis & O'Connor, EACL 2026).
-The model here is referred to as "Geoparser-augmented FT Qwen 14B" in the paper. 
+The model is referred to as "Geoparser-augmented FT Qwen 14B" in the paper. 
 
 ### Model description
 The base model is a quantized Qwen3-14B model (```unsloth/Qwen3-14B-unsloth-bnb-4bit```), which has been fine-tuned for geocoding, i.e. linking a location reference to an actual geographic location.