Update README.md

README.md

@@ -12,6 +12,9 @@ widget:
 - text: "You wont believe what happened to me today :)"
 - text: "You wont believe what happened to me today :("
 ---
+This is an emotion classification model based on further pre-training of BERTweet-large with preferential maskig of emotion words and fine-tuning on a subset of a self-labeled emotion dataset (Lykousas et al., 2019) that corresponds to Anger, Fear, Sadness, Joy, and Affection. The paper, [LEIA: Linguistic Embeddings for the Identification of Affect](https://arxiv.org/abs/2304.10973) provides further details on the model and its evauation. 
+
+See [here](https://huggingface.co/LEIA/LEIA-base) for a similar model based on BERTweet-base.
 ## Citation
 Please cite the following paper if you find the model useful for your work:
 ```bibtex