Update README.md

README.md

@@ -14,11 +14,10 @@ size_categories:
   This dataset extends the original [Knesset Corpus](https://huggingface.co/datasets/HaifaCLGroup/KnessetCorpus)
   by adding VAD (Valence, Arousal, Dominance) annotations to committee sentences.
   
-  The VAD scores were automatically generated using the model [Knesset-multi-e5-large](https://huggingface.co/GiliGold/Knesset-multi-e5-large)
-  in conjunction with binomial regression models developed specifically for VAD prediction.
+  The VAD scores were generated using the [VAD binomial regression models](https://huggingface.co/GiliGold/VAD_binomial_regression_models), which were developed specifically for VAD prediction, on embeddings produced by 
+  the [Knesset-multi-e5-large](https://huggingface.co/GiliGold/Knesset-multi-e5-large).
   
-  Additionally, a small subset of 120 Knesset sentences has been manually annotated by three annotators
-  for VAD scores.
+  Additionally, a small subset of 120 Knesset sentences has been manually annotated by three annotators for VAD scores, and the file is available in the repository.