Chengfeng Mao
Chengfeng Mao has 2 papers in our library, in 2020–2023, most of them on Language models & pretraining, Vision & language; often with AmirAli Bagher Zadeh, Ehsan Hoque, Louis-Philippe Morency.
OpenAlex · ORCID · h-index 6 · 13 works · 867 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 117 citations in our library · ⭐ Paper Star rank #2494
Affiliations
Concepts, shelves and topics
📚 Shelves 7 Computer Science · 2 works Arts and Humanities · 1 work Artificial Intelligence · 2 works Computer Vision and Pattern Recognition · 2 works Language and Linguistics · 1 work Medicine · 1 work Health Informatics · 1 work
🧭 Topics 2 Vision & language · 1 work Language models & pretraining · 1 work
Works by year
2020s
Papers
- Integrating Multimodal Information in Large Pretrained Transformers (2020 · 743 citations)
Pretrained Transformers such as BERT and XLNet accept only text. Applying them to multimodal language, where spoken words come with voice and facial cues, has therefore meant one of two compromises: discarding the nonverbal signals, or using the models only to produce word features for a separate fusion network. The… - A Survey of Large Language Models in Medicine: Progress, Application, and Challenge (2023 · 87 citations)
This survey maps how large language models are being adapted to medicine. It covers how they are built, how well they perform, and what blocks their clinical use. Earlier reviews mostly described ChatGPT-style applications through small case studies. They offered little guidance on constructing medical models or…
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