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Learning to Automatically Fix Compiler Errors in C - Workshop 3

Offered By: Neurosymbolic Programming for Science via YouTube

Tags

C Programming Courses Machine Learning Courses Neural Networks Courses Software Engineering Courses Language Models Courses Fine-Tuning Courses Neurosymbolic Programming Courses

Course Description

Overview

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Explore automated repair techniques for compiler errors in C programs through this 2-hour 26-minute workshop. Dive into various neural approaches, including large pre-trained language models and smaller fine-tuned models, focusing on a collection of student-written C programs from an introductory programming class. Gain practical experience with multiple repair methods, discover potential extensions and improvements, and build a foundation for implementing automatic error correction in your own research. Led by Jose Cambronero from Microsoft, this tutorial equips participants with valuable insights into the field of neurosymbolic programming for science.

Syllabus

Workshop 3 - Learning to automatically fix compiler errors in C


Taught by

Neurosymbolic Programming for Science

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