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docs: update papers
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data/papers_data_collection.yaml

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- short_name: OpenSWE
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title: 'daVinci-Env: Open SWE Environment Synthesis at Scale'
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authors: Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng,
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Mohan Jiang, Lin Zhang, Yukun Li, Jiarui Hu, Liming Liu, Jinlong Hou, Pengfei
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Liu
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year: '2026'
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venue: arXiv preprint arXiv:2603.13023
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month: 2026-03
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links:
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arxiv: https://arxiv.org/abs/2603.13023
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github: https://github.com/GAIR-NLP/OpenSWE
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huggingface: https://huggingface.co/datasets/GAIR/OpenSWE
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- short_name: DockSmith
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title: 'DockSmith: Scaling Reliable Coding Environments via an Agentic Docker Builder'
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authors: Jiaran Zhang, Luck Ma, Yanhao Li, Fanqi Wan, Di Qi, Xu Zhao, Jieyi Hou,

data/papers_evaluation_datasets.yaml

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month: 2026-03
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links:
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website: https://labs.scale.com/leaderboard/sweatlas-qna
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- short_name: SWE-Skills-Bench
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title: 'SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?'
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authors: Tingxu Han, Yi Zhang, Wei Song, Chunrong Fang, Zhenyu Chen, Youcheng Sun,
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Lijie Hu
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year: '2026'
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venue: arXiv preprint arXiv:2603.15401
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month: 2026-03
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links:
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arxiv: https://arxiv.org/abs/2603.15401
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github: https://github.com/GeniusHTX/SWE-Skills-Bench
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- short_name: SWE Context Bench
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title: 'SWE Context Bench: A Benchmark for Context Learning in Coding'
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authors: Jared Zhu, Minhao Hu, Junde Wu

data/papers_sft.yaml

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- short_name: OpenSWE
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title: 'daVinci-Env: Open SWE Environment Synthesis at Scale'
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authors: Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng,
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Mohan Jiang, Lin Zhang, Yukun Li, Jiarui Hu, Liming Liu, Jinlong Hou, Pengfei
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Liu
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year: '2026'
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venue: arXiv preprint arXiv:2603.13023
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month: 2026-03
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links:
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arxiv: https://arxiv.org/abs/2603.13023
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github: https://github.com/GAIR-NLP/OpenSWE
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huggingface: https://huggingface.co/datasets/GAIR/OpenSWE
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- short_name: Scale-SWE
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title: 'Immersion in the GitHub Universe: Scaling Coding Agents to Mastery'
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authors: Jiale Zhao, Guoxin Chen, Fanzhe Meng, Minghao Li, Jie Chen, Hui Xu, Yongshuai

data/papers_training_datasets.yaml

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- short_name: OpenSWE
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title: 'daVinci-Env: Open SWE Environment Synthesis at Scale'
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authors: Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng,
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Mohan Jiang, Lin Zhang, Yukun Li, Jiarui Hu, Liming Liu, Jinlong Hou, Pengfei
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Liu
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year: '2026'
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venue: arXiv preprint arXiv:2603.13023
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month: 2026-03
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links:
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arxiv: https://arxiv.org/abs/2603.13023
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github: https://github.com/GAIR-NLP/OpenSWE
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huggingface: https://huggingface.co/datasets/GAIR/OpenSWE
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- short_name: SWE-Universe
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title: 'SWE-Universe: Scale Real-World Verifiable Environments to Millions'
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authors: Mouxiang Chen, Lei Zhang, Yunlong Feng, Xuwu Wang, Wenting Zhao, Ruisheng

docs/admin/data.json

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site/sitemap.xml

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site/sitemap.xml.gz

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