Inferential-Strategies

Textscc-by-4.0Introduced 2024-02-20

A collection of large languge model responses to tasks of propositional logic. The responses are annotated according to the following criteria:

  • Inferential strategy employed by the model. Strategies considered are: supposition following, chain construction, compound strategy, concatenation strategy, and the symbolic strategy. Binary labels are assigned to each strategy, indicating whether the strategy is present in the model's response.
  • Assessment of the validity of the model's final conclusion. Binary labels are assigned to each response, indicating whether the model's conclusion is accurate ("valid_conclusion").
  • Evaluation of the soundness of the model's rationale. Binary labels are assigned to each response, indicating whether the rationale provided by the model is sound ("sound_reasoning").
  • A description of the model's reasoning error. This information is provided in the form of a string ("reasoning_errors").