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  ## Model Description
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  **HViLM (Human Virome Language Model)** is the first foundation model specifically designed for comprehensive viral risk assessment through multi-task prediction of pathogenicity, host tropism, and transmissibility. Built through continued pre-training of [DNABERT-2](https://github.com/MAGICS-LAB/DNABERT_2) on 5 million viral genome sequences from the [VIRION database](https://virion.verena.org), HViLM captures universal viral genomic patterns relevant for human disease risk assessment.
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  **Paper**: *HViLM: A Foundation Model for Viral Genomics Enables Multi-Task Prediction of Pathogenicity, Transmissibility, and Host Tropism* (RECOMB 2026)
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- **Authors**: Pratyay Dutta, Ramana V. Davuluri (Stony Brook University)
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  **Code & Benchmarks**: [GitHub Repository](https://github.com/duttaprat/HViLM)
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  ---
@@ -292,7 +289,16 @@ If you use DNABERT-2 (the base model), please also cite:
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  year={2024}
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  }
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  ```
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-
 
 
 
 
 
 
 
 
 
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  ---
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  ## Model Card Authors
 
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  ## Model Description
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  **HViLM (Human Virome Language Model)** is the first foundation model specifically designed for comprehensive viral risk assessment through multi-task prediction of pathogenicity, host tropism, and transmissibility. Built through continued pre-training of [DNABERT-2](https://github.com/MAGICS-LAB/DNABERT_2) on 5 million viral genome sequences from the [VIRION database](https://virion.verena.org), HViLM captures universal viral genomic patterns relevant for human disease risk assessment.
 
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  **Paper**: *HViLM: A Foundation Model for Viral Genomics Enables Multi-Task Prediction of Pathogenicity, Transmissibility, and Host Tropism* (RECOMB 2026)
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+ **Authors**: Pratik Dutta, Jack Vaska, Pallavi Surana, Rekha Sathian, Max Chao, Zhihan Zhou, Han Liu, and Ramana V. Davuluri
 
 
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  **Code & Benchmarks**: [GitHub Repository](https://github.com/duttaprat/HViLM)
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  ---
 
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  year={2024}
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  }
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  ```
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+ If you use HViLM in your research, please cite our paper:
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+ ```
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+ @article{dutta2025hvilm,
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+ title={HViLM: A Foundation Model for Viral Genomics Enables Multi-Task Prediction of Pathogenicity, Transmissibility, and Host Tropism},
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+ author={Dutta, Pratik and Vaska, Jack and Surana, Pallavi and Sathian, Rekha and Chao, Max and Zhou, Zhihan and Liu, Han and Davuluri, Ramana V.},
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+ journal={Submitted to RECOMB},
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+ year={2025},
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+ note={Under review}
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+ }
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+ ```
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  ---
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  ## Model Card Authors