| Summary of chatgpt/gpt-4 research and perspective towards the future of large language models Y Liu, T Han, S Ma, J Zhang, Y Yang, J Tian, H He, A Li, M He, Z Liu, Z Wu, ... arXiv preprint arXiv:2304.01852, 2023 | 126 | 2023 |
| Chataug: Leveraging chatgpt for text data augmentation H Dai, Z Liu, W Liao, X Huang, Z Wu, L Zhao, W Liu, N Liu, S Li, D Zhu, ... arXiv preprint arXiv:2302.13007, 2023 | 42 | 2023 |
| Deid-gpt: Zero-shot medical text de-identification by gpt-4 Z Liu, X Yu, L Zhang, Z Wu, C Cao, H Dai, L Zhao, W Liu, D Shen, Q Li, ... arXiv preprint arXiv:2303.11032, 2023 | 40 | 2023 |
| Survey on Individual Differences in Visualization Z Liu, RJ Crouser, A Ottley Computer Graphics Forum, 39: 693-712. doi:10.1111/cgf.14033, 2020 | 37 | 2020 |
| When brain-inspired ai meets agi L Zhao, L Zhang, Z Wu, Y Chen, H Dai, X Yu, Z Liu, T Zhang, X Hu, ... Meta-Radiology, 100005, 2023 | 25 | 2023 |
| ImpressionGPT: an iterative optimizing framework for radiology report summarization with chatGPT C Ma, Z Wu, J Wang, S Xu, Y Wei, Z Liu, L Guo, X Cai, S Zhang, T Zhang, ... arXiv preprint arXiv:2304.08448, 2023 | 25 | 2023 |
| Evaluating large language models on a highly-specialized topic, radiation oncology physics J Holmes, Z Liu, L Zhang, Y Ding, TT Sio, LA McGee, JB Ashman, X Li, ... arXiv preprint arXiv:2304.01938, 2023 | 24 | 2023 |
| Differentiate chatgpt-generated and human-written medical texts W Liao, Z Liu, H Dai, S Xu, Z Wu, Y Zhang, X Huang, D Zhu, H Cai, T Liu, ... arXiv preprint arXiv:2304.11567, 2023 | 21 | 2023 |
| ClinicalRadioBERT: Knowledge-Infused Few Shot Learning for Clinical Notes Named Entity Recognition S Rezayi, H Dai, Z Liu, Z Wu, A Hebbar, AH Burns, L Zhao, D Zhu, X Li, ... The 13th International Workshop on Machine Learning in Medical Imaging (MLMI …, 2022 | 21 | 2022 |
| AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition S Rezayi, Z Liu, Z Wu, C Dhakal, B Ge, C Zhen, T Liu, S Li International Joint Conference on Artificial Intelligence, 2022 | 21 | 2022 |
| Survey on natural language processing in medical image analysis. Z Liu, M He, Z Jiang, Z Wu, H Dai, L Zhang, S Luo, T Han, X Li, X Jiang, ... Zhong nan da xue xue bao. Yi xue ban= Journal of Central South University …, 2022 | 18 | 2022 |
| Exploring the trade-offs: Unified large language models vs local fine-tuned models for highly-specific radiology nli task Z Wu, L Zhang, C Cao, X Yu, H Dai, C Ma, Z Liu, L Zhao, G Li, W Liu, Q Li, ... arXiv preprint arXiv:2304.09138, 2023 | 17 | 2023 |
| Mask-guided bert for few shot text classification W Liao, Z Liu, H Dai, Z Wu, Y Zhang, X Huang, Y Chen, X Jiang, D Zhu, ... arXiv preprint arXiv:2302.10447, 2023 | 15 | 2023 |
| Context matters: A strategy to pre-train language model for science education Z Liu, X He, L Liu, T Liu, X Zhai arXiv preprint arXiv:2301.12031, 2023 | 13 | 2023 |
| AugGPT: Leveraging ChatGPT for Text Data Augmentation H Dai, Z Liu, W Liao, X Huang, Y Cao, Z Wu, L Zhao, S Xu, W Liu, N Liu, ... arXiv preprint arXiv:2302.13007, 2023 | 13 | 2023 |
| Chatabl: Abductive learning via natural language interaction with chatgpt T Zhong, Y Wei, L Yang, Z Wu, Z Liu, X Wei, W Li, J Yao, C Ma, X Li, ... arXiv preprint arXiv:2304.11107, 2023 | 12 | 2023 |
| Artificial General Intelligence for Medical Imaging X Li, L Zhang, Z Wu, Z Liu, L Zhao, Y Yuan, J Liu, G Li, D Zhu, P Yan, Q Li, ... arXiv preprint arXiv:2306.05480, 2023 | 11 | 2023 |
| Radiology-GPT: A Large Language Model for Radiology Z Liu, A Zhong, Y Li, L Yang, C Ju, Z Wu, C Ma, P Shu, C Chen, S Kim, ... arXiv preprint arXiv:2306.08666, 2023 | 10 | 2023 |
| Coarse-to-fine knowledge graph domain adaptation based on distantly-supervised iterative training H Cai, W Liao, Z Liu, X Huang, Y Zhang, S Ding, S Li, Q Li, T Liu, X Li arXiv preprint arXiv:2211.02849, 2022 | 10 | 2022 |
| Review of large vision models and visual prompt engineering J Wang, Z Liu, L Zhao, Z Wu, C Ma, S Yu, H Dai, Q Yang, Y Liu, S Zhang, ... arXiv preprint arXiv:2307.00855, 2023 | 9 | 2023 |
Tianming LiuDistinguished Research Professor of Computer Science, University of GeorgiaVerified email at cs.uga.edu
