Update README.md

README.md

@@ -7,4 +7,21 @@ language:
 tags:
 - biology
 - medical
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+---
+
+# rttl-ai/BIOptimus v.0.4
+
+## Model Details
+**Model Description:** BIOptimus v.0.4 model pretrained on [PubMed](https://pubmed.ncbi.nlm.nih.gov/) abstracts. 
+It is introduced in the paper BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition (BioNLP workshop @ ACL 2023).  More information is available in [this repository](https://github.com/rttl-ai/BIOptimus).
+
+This model achieves state-of-the-art performance on several biomedical NER datasets from [BLURB](https://microsoft.github.io/BLURB/).
+
+- **Developed by:** rttl-ai
+- **Model Type:** Text Classification
+- **Language(s):** English
+- **License:** Apache-2.0
+- **Resources for more information:**
+ - The model was pre-trained with task-adaptive pre-training [TAPT](https://arxiv.org/pdf/2004.10964.pdf) with an increased masking rate, no corruption strategy, and using WWM, following [this paper](https://aclanthology.org/2023.eacl-main.217.pdf)
+    - fine-tuned on sst with subtrees 
+    - fine-tuned on sst2