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@@ -2,14 +2,16 @@ This model is a BERT-based Location Mention Recognition model that is adopted fr
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  The model is trained using Hurricane Dorian 2019 event (training, development, and test data are used for training) from [IDRISI-R dataset](https://github.com/rsuwaileh/IDRISI) under the Type-based LMR mode and using the random version of the data.
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  You can download this data in BILOU format from [here](https://github.com/rsuwaileh/IDRISI/tree/main/data/LMR/EN/gold-random-bilou/hurricane_dorian_2019).
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- Different variants of the model are available through HuggingFace:
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- - [rsuwaileh/IDRISI-LMR-HD-TB](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TB)
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- - [rsuwaileh/IDRISI-LMR-HD-TB-partition](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TB-partition/)
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- - [rsuwaileh/IDRISI-LMR-HD-TL](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TL)
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- - [rsuwaileh/IDRISI-LMR-HD-TL-partition](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TL-partition/)
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- Larger models are available at [TLLMR4CM GitHub](https://github.com/rsuwaileh/TLLMR4CM/).
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- A larger model trained on all available LMR data is also available at [TLLMR4CM GitHub](https://github.com/rsuwaileh/TLLMR4CM/).
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- A model trained on the entire IDRISI-R dataset is available at [IDRISI-R](https://github.com/rsuwaileh/IDRISI)
 
 
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  To cite this model:
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  The model is trained using Hurricane Dorian 2019 event (training, development, and test data are used for training) from [IDRISI-R dataset](https://github.com/rsuwaileh/IDRISI) under the Type-based LMR mode and using the random version of the data.
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  You can download this data in BILOU format from [here](https://github.com/rsuwaileh/IDRISI/tree/main/data/LMR/EN/gold-random-bilou/hurricane_dorian_2019).
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+ * Different variants of the model are available through HuggingFace:
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+ - [rsuwaileh/IDRISI-LMR-HD-TB-partition](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TB-partition/)
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+ - [rsuwaileh/IDRISI-LMR-HD-TL](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TL)
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+ - [rsuwaileh/IDRISI-LMR-HD-TL-partition](https://huggingface.co/rsuwaileh/IDRISI-LMR-HD-TL-partition/)
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+ * Larger models are available at [TLLMR4CM GitHub](https://github.com/rsuwaileh/TLLMR4CM/).
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+ * A larger model trained on all available LMR data is also available at [TLLMR4CM GitHub](https://github.com/rsuwaileh/TLLMR4CM/).
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+
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+ * A model trained on the entire IDRISI-R dataset is available at [IDRISI-R](https://github.com/rsuwaileh/IDRISI)
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  To cite this model:
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