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somethingone
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MULocBench

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software-development

issue-localization

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sssssssssssshug commited on Oct 1, 2025

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-This repository hosts **MULocBench**, a comprehensive dataset presented in the paper [A Benchmark for Localizing Code and Non-Code Issues in Software Projects](https://huggingface.co/papers/2509.25242).
 MULocBench addresses limitations in existing benchmarks by focusing on accurate project localization (e.g., files and functions) for issue resolution, which is a critical first step in software maintenance. It comprises 1,100 issues from 46 popular GitHub Python projects, offering greater diversity in issue types, root causes, location scopes, and file types compared to prior datasets. This dataset provides a more realistic testbed for evaluating and advancing methods for multi-faceted issue resolution.

 - en
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+This repository hosts **MULocBench**, a comprehensive dataset.
 MULocBench addresses limitations in existing benchmarks by focusing on accurate project localization (e.g., files and functions) for issue resolution, which is a critical first step in software maintenance. It comprises 1,100 issues from 46 popular GitHub Python projects, offering greater diversity in issue types, root causes, location scopes, and file types compared to prior datasets. This dataset provides a more realistic testbed for evaluating and advancing methods for multi-faceted issue resolution.