Update README.md

README.md

@@ -4,15 +4,15 @@ license: apache-2.0
 
 # CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation
 
-This is the variable Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).
+This is the multi-image Chest X-Ray (CXR) report generator trained with teacher forcing (no reinforcement learning).
 
 ## Hugging Face Models From This Paper:
 
-| Link | Longitudinal | Variable no. of CXRs | Reinforcement learning | 
+| Link | Longitudinal | Multi-image | Reinforcement learning | 
 |---|---|---|---|
 | https://huggingface.co/aehrc/cxrmate |  Y | Y  | Y  |  
 | https://huggingface.co/aehrc/cxrmate-tf | Y |  Y  | N  | 
-| https://huggingface.co/aehrc/cxrmate-variable-tf | N  |  Y |  N | 
+| https://huggingface.co/aehrc/cxrmate-multi-tf | N  |  Y |  N | 
 | https://huggingface.co/aehrc/cxrmate-single-tf | N | N   | N  |
 
 ## ArXiv:
@@ -22,4 +22,4 @@ This is the variable Chest X-Ray (CXR) report generator trained with teacher for
  - https://github.com/aehrc/cxrmate
 
 ## Notebook Example:
- - https://github.com/aehrc/cxrmate/blob/main/examples/cxrmate-variable-tf.ipynb
+ - https://github.com/aehrc/cxrmate/blob/main/examples/cxrmate-multi-tf.ipynb