metadata

license: cc-by-4.0
task_categories:
  - text-classification
language:
  - he
viewer: true
size_categories:
  - 10M<n<100M

VAD_KnessetCorpus

This dataset extends the original Knesset Corpus by adding VAD (Valence, Arousal, Dominance) annotations to committee sentences.

The VAD scores were automatically generated using the model 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 by three annotators for VAD scores.

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.