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Multimodal Large Language Models: A Survey [PDF]

open access: yes2023 IEEE International Conference on Big Data (BigData), 2023
IEEE BigData 2023.
Philip S. Yu, Wensheng Gan, Zefeng Chen
exaly   +4 more sources

A Survey on Multimodal Large Language Models [PDF]

open access: yesNational Science Review
ABSTRACT Recently, the multimodal large language model (MLLM) represented by GPT-4V has been a new rising research hotspot, which uses powerful large language models (LLMs) as a brain to perform multimodal tasks. The surprising emergent capabilities of the MLLM, such as writing stories based on images and optical character recognition–
Xing Sun, Enhong Chen
exaly   +6 more sources

A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine

open access: yesInformation Fusion
Since the release of ChatGPT and GPT-4, large language models (LLMs) and multimodal large language models (MLLMs) have attracted widespread attention for their exceptional capabilities in understanding, reasoning, and generation, introducing transformative paradigms for integrating artificial intelligence into medicine.
Hanguang Xiao   +2 more
exaly   +3 more sources
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Multimodal Fine-Tuning of Clinical Language Models for Predicting COVID-19 Outcomes

Artificial Intelligence in Medicine, 2023
Aron Henriksson   +2 more
exaly  

Injecting Multimodal Information Into Pre-Trained Language Model for Multimodal Sentiment Analysis

IEEE Transactions on Affective Computing
Sijie Mai, Haifeng Hu, Ying Zeng
exaly  

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