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Publications
- 2024
[j29]Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data. Neurocomputing 592: 127801 (2024)- 2023
- [j26]Taha ValizadehAslani
, Yiwen Shi, Ping Ren, Jing Wang, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
PharmBERT: a domain-specific BERT model for drug labels. Briefings Bioinform. 24(4) (2023) - [j24]Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang:
Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment. J. Biomed. Informatics 138: 104285 (2023) - [j23]Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting. J. Biomed. Informatics 148: 104533 (2023) - [i4]Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting. CoRR abs/2306.16275 (2023) - 2022
- [c30]Yiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
Improving Imbalanced Learning by Pre-finetuning with Data Augmentation. LIDTA 2022: 68-82 - [i3]Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang:
Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data. CoRR abs/2207.10858 (2022) - [i2]Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang:
Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment. CoRR abs/2207.12376 (2022) - 2021
- [j18]Yiwen Shi, Ping Ren, Yi Zhang, Xiajing Gong, Meng Hu, Hualou Liang:
Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing. Frontiers Res. Metrics Anal. 6: 670006 (2021)
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