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--- |
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license: cc-by-4.0 |
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task_categories: |
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- text-classification |
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language: |
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- he |
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viewer: false |
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size_categories: |
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- 10M<n<100M |
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--- |
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# VAD_KnessetCorpus |
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This dataset extends the original [Knesset Corpus](https://huggingface.co/datasets/HaifaCLGroup/KnessetCorpus) |
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by adding VAD (Valence, Arousal, Dominance) annotations to committee sentences. |
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The VAD scores were automatically generated using the model [Knesset-multi-e5-large](https://huggingface.co/GiliGold/Knesset-multi-e5-large) |
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in conjunction with binomial regression models developed specifically for VAD prediction. |
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Additionally, a small subset of 120 Knesset sentences has been manually annotated by three annotators |
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for VAD scores. |
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## VAD_scores: |
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- **Valence** (or pleasure) measures the positivity or negativity of an emotion on a scale from 0 to 1. |
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- **Arousal** quantifies the intensity of an emotion, from calm to excited on a scale from 0 to 1. |
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- **Dominance** represents the degree of control conveyed by a word, from submissive to dominant on a scale from 0 to 1. |
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