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--- |
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task_categories: |
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- token-classification |
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language: |
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- en |
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tags: |
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- hallucination |
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- rag |
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pretty_name: RAGTruth++ |
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--- |
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# Dataset Card for RAGTruth++ |
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This dataset is a re-annotation of a subset of the RAGTruth-benchmark that can be used to evaluate hallucination detection models. |
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It contains 408 prompt-response-pairs and 865 spans that are marked as hallucinations. |
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A text span is marked as a hallucination when a generated output in the response is not supported by the data in the input prompt. |
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You can read more about the creation of the dataset on [our blog](https://www.blueguardrails.com/en/blog/ragtruth-plus-plus-enhanced-hallucination-detection-benchmark). |
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## Structure of the dataset |
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We provide two CSV-files. |
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One with hallucination spans, following the following format: |
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```json |
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{ |
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"start_pos": "<int>", |
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"end_pos": "<int>", |
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"span_text": "<str>", |
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"label": "<str>", |
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"reasoning": "<str>", |
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"stable_id": "<str>", |
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"message_stable_id": "<str>" |
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} |
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``` |
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One with messages: |
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```json |
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{ |
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"stable_id": "<str>", |
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"meta": "<str>", |
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"role": "<user|assistant>", |
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"position": "<int>", |
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"text": "<str>", |
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"message_thread_stable_id": "<str>" |
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} |
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``` |
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Use the `message_stable_id`-field to reference spans to messages. |
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## Uses |
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Use the dataset for benchmarking hallucination detection models. |
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## Dataset Card Contact |
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info@blueguardrails.com |
