Update README.md

README.md

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----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+task_categories:
+- text-classification
+language:
+- he
+size_categories:
+- 10M<n<100M
+---
+# VAD_KnessetCorpus
+
+  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.
+  
+  Additionally, a small subset of 120 Knesset sentences has been manually annotated
+  for VAD scores to serve as a benchmark for evaluating the automatic annotations.
+  
+
+
+## VAD_scores:
+- **Valence** (or pleasure) measures the positivity or negativity of an emotion on a scale from 0 to 1.
+
+- **Arousal** quantifies the intensity of an emotion, from calm to excited on a scale from 0 to 1.
+
+- **Dominance** represents the degree of control conveyed by a word, from submissive to dominant on a scale from 0 to 1.