---
license: cc-by-4.0
datasets:
- HaifaCLGroup/KnessetCorpus
task_categories:
- text-classification
language:
- he
viewer: true

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 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, and the file is available in the repository.
  


## 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.