Maniple: LLM-Based Program Repair and CodeGrid: A Grid Representation of Code

Join us for one of the open reading club @JetBrains where we read and discuss scientific papers in the filed of "Machine Learning for Software Engineering". This time, alongside one of this fields pioneers Professor Earl Bar from University College London.

We are going to discuss two papers

• Maniple from Fact Selection Problem in LLM-Based Program Repair that studies automated context improvements to help LLMs fix bugs
• CodeGrid: A Grid Representation of Code that explores spatial representation of code that embeds tokens into a grid thus preserving code layout and exploiting the signals similar to image-based approaches

This event will be held in a hybrid format at the JetBrains Amsterdam Terrace Tower office and will also be streamed online.