Feedback-Generation for Programming Exercises With GPT-4

no code implementations • 7 Mar 2024 • Imen Azaiz, Natalie Kiesler, Sven Strickroth

LLMs such as Codex, GPT-3. 5, and GPT 4 have shown promising results in the context of large programming courses, where students can benefit from feedback and hints if provided timely and at scale.

Fault localization

AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5?

no code implementations • 24 Oct 2023 • Imen Azaiz, Oliver Deckarm, Sven Strickroth

Timely formative feedback is considered as one of the most important drivers for effective learning.

Code Generation Fault localization

Developing Open Source Educational Resources for Machine Learning and Data Science

no code implementations • 28 Jul 2021 • Ludwig Bothmann, Sven Strickroth, Giuseppe Casalicchio, David Rügamer, Marius Lindauer, Fabian Scheipl, Bernd Bischl

It should be openly accessible to everyone, with as few barriers as possible; even more so for key technologies such as Machine Learning (ML) and Data Science (DS).

BIG-bench Machine Learning