| --- |
| license: apache-2.0 |
| language: |
| - en |
| --- |
| |
| This classifier is trained on LLM responses designed to capture a model refuting a false claim. |
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| They're prompt results of OpenAI gpt-3.5-turbo run on June 1 2023. |
| Prompts are constructed by prepending "Explain why" to claims made in the True-False dataset provided alongside [The Internal State of an LLM Knows When its Lying](https://arxiv.org/abs/2304.13734). |
| Only the first sentence of the response is included (from nltk.sent_tokenize). |
| The original labels are used, where 0 corresponds to a false claim. |
| That is, the 0 labels should be almost all refutations. |
| Spurious and missing refutations were removed by hand, corresponding to about 10% of the data. |
| This were caused by either an incorrect model assertion, or errors in the source data. |
| |
