SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

This is a Plain English Papers summary of a research paper called SWE-bench: Can Language Models Resolve Real-World GitHub Issues?. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• Researchers find real-world software engineering tasks to be a useful testbed for evaluating the capabilities of large language models (LLMs)


• They introduce SWE-bench, an evaluation framework with 2,294 software engineering problems from GitHub issues and pull requests across …

aimodels analysis engineering english github language language models newsletter overview paper papers plain english papers research researchers research paper software software engineering summary swe tasks twitter world