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@@ -219,9 +219,9 @@ PubMed abstracts are in the **public domain** and may be used freely. However, p
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  - Provide a link to the original PubMed record when possible
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  - Example: "Data from PubMed (NCBI, NLM, NIH)"
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- ### BioASQ Challenge
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- The corpus structure follows the BioASQ 2022 challenge format. If using this dataset for research, please cite:
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  ```bibtex
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  @article{krithara2023bioasq,
@@ -245,13 +245,7 @@ The corpus structure follows the BioASQ 2022 challenge format. If using this dat
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  year={2015},
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  publisher={Springer}
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  }
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- ```
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-
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- ### PaperSearchQA Benchmark
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- If using this corpus for the PaperSearchQA benchmark, please also cite:
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-
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- ```bibtex
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  @misc{burgess2026papersearchqalearningsearchreason,
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  title={PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR},
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  author={James Burgess and Jan N. Hansen and Duo Peng and Yuhui Zhang and Alejandro Lozano and Min Woo Sun and Emma Lundberg and Serena Yeung-Levy},
 
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  - Provide a link to the original PubMed record when possible
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  - Example: "Data from PubMed (NCBI, NLM, NIH)"
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+ ### Citation
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+ The corpus structure follows the BioASQ 2022 challenge format. If using this dataset for research, you **must** cite the original BioASQ papers (the first two below). If you found this processed version valuable, please also consider citing PaperSearchQA:
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  ```bibtex
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  @article{krithara2023bioasq,
 
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  year={2015},
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  publisher={Springer}
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  }
 
 
 
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  @misc{burgess2026papersearchqalearningsearchreason,
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  title={PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR},
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  author={James Burgess and Jan N. Hansen and Duo Peng and Yuhui Zhang and Alejandro Lozano and Min Woo Sun and Emma Lundberg and Serena Yeung-Levy},