Nora Petrova
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README.md
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The HUMAINE dataset contains human evaluations of AI model interactions across diverse demographic groups and conversation contexts. This dataset powers the [HUMAINE Leaderboard](https://huggingface.co/spaces/ProlificAI/humaine-leaderboard), providing insights into how different AI models perform across various user populations and use cases.
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The dataset consists of two main components:
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- **Feedback Comparisons**:
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- **Conversations Metadata**:
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**Note**: There may be a slight discrepancy between the numbers in this dataset and the leaderboard app due to changes in consent related to data release and the post-processing steps involved in preparing this dataset.
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The dataset contains two CSV files:
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1. **`feedback_dataset.csv`**
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- Pairwise comparisons between different AI models
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- Includes demographic information and preference choices
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2. **`conversations_metadata_dataset.csv`**
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- Metadata about individual conversations between users and AI models
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- Includes task types, domains, and performance scores
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The HUMAINE dataset contains human evaluations of AI model interactions across diverse demographic groups and conversation contexts. This dataset powers the [HUMAINE Leaderboard](https://huggingface.co/spaces/ProlificAI/humaine-leaderboard), providing insights into how different AI models perform across various user populations and use cases.
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The dataset consists of two main components:
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- **Feedback Comparisons**: Pairwise model comparisons across multiple evaluation metrics
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- **Conversations Metadata**: Conversations with task complexity, achievement, and engagement scores
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**Note**: There may be a slight discrepancy between the numbers in this dataset and the leaderboard app due to changes in consent related to data release and the post-processing steps involved in preparing this dataset.
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The dataset contains two CSV files:
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1. **`feedback_dataset.csv`**
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- Pairwise comparisons between different AI models
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| 54 |
- Includes demographic information and preference choices
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| 56 |
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2. **`conversations_metadata_dataset.csv`**
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- Metadata about individual conversations between users and AI models
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- Includes task types, domains, and performance scores
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