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Athena: Add Eunomia Integration Tests #93

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LeonWehrhahn
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Motivation and Context

Evaluating the quality of LLM-generated feedback for modeling exercises is challenging due to the variability and subjectivity of natural language. Traditional evaluation methods struggle with the nuances of feedback expression. Human evaluation, while possible, is time-consuming, expensive, and inconsistent. This PR introduces the Eunomia Integration test address these challenges by providing an automated and consistent framework for evaluating LLM feedback generation. The integration test leverages predefined Structured Grading Instructions to transform the evaluation into a comparison of instruction IDs, allowing for scalable and objective assessments.

Description

The implementation is outlined in detail in the README of the integration test.

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@LeonWehrhahn LeonWehrhahn requested a review from a team as a code owner April 13, 2025 16:51
@maximiliansoelch maximiliansoelch changed the title Add Eunomia Integration Tests Athena: Add Eunomia Integration Tests Apr 14, 2025
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This PR also contains the helios renderer. Can you remove these changes related to this?
Additionally, as mentioned in the helios renderer PR, I question if the additional renderer modul is something we want to integrate as it adds overhead irrelevant to feedback generation, the core functionality of Athena.

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There hasn't been any activity on this pull request recently. Therefore, this pull request has been automatically marked as stale and will be closed if no further activity occurs within seven days. Thank you for your contributions.

@github-actions github-actions bot added the stale label Apr 22, 2025
@LeonWehrhahn LeonWehrhahn moved this to Backlog in Athena Apr 23, 2025
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