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@@ -51,8 +51,8 @@ Note:
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  This is the dataset that was used in [paper](https://arxiv.org/abs/2503.09089).
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  Actually, this dataset is the first version;
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- We later released a refined version, [`czlll/Loc-Bench_V2`](https://huggingface.co/datasets/czlll/Loc-Bench_V2), with improved data quality by filtering out examples that do not modify any functions.
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- We recommend using the V2 dataset to evaluate code localization performance.
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  <!-- Code: https://github.com/gersteinlab/LocAgent -->
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@@ -61,7 +61,7 @@ You can easily load LOC-BENCH using Hugging Face's datasets library:
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  ```
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  from datasets import load_dataset
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- dataset = load_dataset("czlll/Loc-Bench", split='test')
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  ```
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  ## 📄 Citation
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  If you use LOC-BENCH in your research, please cite our paper:
 
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  This is the dataset that was used in [paper](https://arxiv.org/abs/2503.09089).
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  Actually, this dataset is the first version;
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+ We later released a refined version, [`czlll/Loc-Bench`](https://huggingface.co/datasets/czlll/Loc-Bench), with improved data quality by filtering out examples that do not modify any functions.
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+ We recommend using the refined dataset to evaluate code localization performance.
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  <!-- Code: https://github.com/gersteinlab/LocAgent -->
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  ```
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  from datasets import load_dataset
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+ dataset = load_dataset("czlll/Loc-Bench_V0", split='test')
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  ```
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  ## 📄 Citation
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  If you use LOC-BENCH in your research, please cite our paper: