Update README.md

README.md

@@ -1,7 +1,9 @@
 
 # Fusion NER Models
 
-|model name | model descreption | model path | datasets |
+Here you can find our NER models:
+
+|model name | model description | model path | datasets |
 |:----------|:------------------|:-----------|:--------:|
 | Basic | Basic training on IAHALT | [https://huggingface.co/FusioNER/Basic_IAHALT](https://huggingface.co/FusioNER/Basic_IAHALT) | IAHALT |
 | Vitaly | Vitaly training on IAHALT (with BI-BI problem) | [https://huggingface.co/FusioNER/Vitaly_NER](https://huggingface.co/FusioNER/Vitaly_NER) | IAHALT |
@@ -11,9 +13,11 @@
 | NEMO | Training on NEMO dataset| [https://huggingface.co/FusioNER/Nemo/tree/main](https://huggingface.co/FusioNER/Nemo) | NEMO |
 | IAHALT_and_NEMO | Basic training on IAHALT + NEMO | [https://huggingface.co/FusioNER/IAHALT_and_NEMO](https://huggingface.co/FusioNER/IAHALT_and_NEMO) | IAHALT + NEMO |
 | IAHALT_and_NEMO_PP | Training on IAHALT + NEMO + Name-Sentences[1] + Entity-Injection[2] | [https://huggingface.co/FusioNER/IAHALT_and_NEMO_and_PP](https://huggingface.co/FusioNER/IAHALT_and_NEMO_and_PP) | IAHALT + NEMO |
-|  |  | []() | IAHALT |
+| Animals | Training on IAHALT + Entity-Injection[2] (of animals names as PER entities) | [https://huggingface.co/FusioNER/Animals](https://huggingface.co/FusioNER/Animals) | IAHALT |
+| PRS-Injection | Training on IAHALT + Entity-Injection[2] (of PRS names as PER entities) | [https://huggingface.co/FusioNER/PRS-Injection](https://huggingface.co/FusioNER/PRS-Injection) | IAHALT |
+
 
 [1] Name-Sentences: Adding to the corpus sentences that contain only the entity we want the network to learn.
 
-[2] Entity-Injection: Replace tagged entity in the original corpus with new entity. By using, this method, the model can learn new entities (not labels!) which the model not extracted before.
+[2] Entity-Injection: Replace a tagged entity in the original corpus with a new entity. By using, this method, the model can learn new entities (not labels!) which the model not extracted before.