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README.md

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 # Li-IT5 Small
 
+This model is released as part of the paper "Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It)" (Miaschi et al., 2024). 
+If you use this model in your work, we kindly ask you to cite our paper:
+
+```bibtex
+@inproceedings{miaschi_linguistic_knowledge,
+    title = "Linguistic Knowledge Can Enhance Encoder-Deocer Models (If You Let It)",
+    author = "Miaschi, Alessio and Dell'Orletta Felice and Venturi, Giulia",
+}
+```
+
+Other information can be found in the original [GitHub repository](https://github.com/alemiaschi/linguistically_informed_t5/tree/main).
+
+## Model Description
+
+The model is based on a T5 model fine-tuned in a multitask fashion to solve a set of raw, morpho-syntactic and syntactic tasks (i.e. predictions of linguistic properties). 
+The full list of the 10 linguistic properties used as intermediate tasks can be found in the original paper.
+
+This model is based on the Italian version of t5-small, [it5-small](https://huggingface.co/gsarti/it5-small).
+
+## Model variations
+
+The other fine-tuned models presented in the original study are the following:
+
+- [li-it5-base]()