Natural Language Generation (NLG) has improved exponentially in recent years thanks to the development of sequence-to-sequence deep learning technologies such as Transformer …
Language is essentially a complex, intricate system of human expressions governed by grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
The recent GPT-4 has demonstrated extraordinary multi-modal abilities, such as directly generating websites from handwritten text and identifying humorous elements within …
Y Shen, L Heacock, J Elias, KD Hentel, B Reig, G Shih… - Radiology, 2023 - pubs.rsna.org
rules integrated into its technology. Additionally, users must carefully craft questions or prompts, providing specific information about a clinical scenario and potential …
Inspired by the superior language abilities of large language models (LLM), large vision- language models (LVLM) have been recently explored by integrating powerful LLMs for …
Large language models have shown their remarkable capabilities as a general interface for various language-related applications. Motivated by this, we target to build a unified …
Background ChatGPT is a powerful artificial intelligence large language model with great potential as a tool in medical practice and education, but its performance in radiology …
Reasoning, as an essential ability for complex problem-solving, can provide back-end support for various real-world applications, such as medical diagnosis, negotiation, etc. This …
A major risk of using language models in practical applications is their tendency to hallucinate incorrect statements. Hallucinations are often attributed to knowledge gaps in …