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@@ -49,7 +49,7 @@ InstructBioMol is a multimodal large language model that bridges natural languag
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  ### Citation
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  ```bibtex
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- @article{DBLP:journals/corr/abs-2410-07919,
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  author = {Xiang Zhuang and
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  Keyan Ding and
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  Tianwen Lyu and
@@ -62,10 +62,10 @@ InstructBioMol is a multimodal large language model that bridges natural languag
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  Jike Wang and
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  Qiang Zhang and
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  Huajun Chen},
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- title = {InstructBioMol: Advancing Biomolecule Understanding and Design Following
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- Human Instructions},
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- journal = {CoRR},
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- volume = {abs/2410.07919},
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- year = {2024}
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  }
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  ```
 
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  ### Citation
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  ```bibtex
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+ @article{zhuang2025advancing,
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  author = {Xiang Zhuang and
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  Keyan Ding and
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  Tianwen Lyu and
 
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  Jike Wang and
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  Qiang Zhang and
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  Huajun Chen},
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+ title={Advancing biomolecular understanding and design following human instructions},
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+ journal={Nature Machine Intelligence},
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+ pages={1--14},
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+ year={2025},
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+ publisher={Nature Publishing Group UK London}
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  }
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  ```