BioGPT-Large, the most extensive version of the AI program, achieved a record 81% accuracy on PubMedQA, compared to an accuracy of 78% for a single human annotator..
How does BioGPT work? BioGPT relies on deep learning, where artificial neural networks—meant to mimic neurons in the human brain—learn to process increasingly complex data on their own..
It has been trained on a large and variety of data like Common Crawl, webtexts, books, and Wikipedia, based on the tokens from each data.
Prior to training the model, the average quality of the datasets have been improved in 3 steps..
Built on top of the PyTorch deep learning framework, the Hugging Face BioGPT Interface is an open-source software package and is intended to be simple to use and adaptable for a range of natural language processing tasks.Mar 25, 2023.
BioGPT is a type of generative language model, trained on millions of previously published biomedical research articles.
This means BioGPT can perform tasks such as answering questions, extracting relevant data, and generating text relevant to biomedical literature..
GPT (Generative Pre-trained Transformer) technology refers to a sophisticated natural language processing (NLP) framework developed by OpenAI.
It represents a breakthrough in artificial intelligence, specifically in language generation and understanding..
For example, as a potential drug development application, BioGPT can generate descriptions of a specific therapeutic class—such as “Janus kinase 3 (JAK-3)”—or of a specific therapy—such as “Apricitabine.” (In a demo version of BioGPT, users can test the text generation feature in a limited capacity)..
BioGPT is a domain-specific generative pre-trained Transformer language model for biomedical text generation and mining.
BioGPT follows the Transformer language model backbone, and is pre-trained on 15M PubMed abstracts from scratch..
Medical applications of ChatGPT, a powerful language model based on the generative pre-trained transformer (GPT) architecture, encompass the creation of conversational agents capable of accessing and generating medical information from multiple sources and formats..
Compared to GPT models that are trained on more general text data, BioGPT has a deeper understanding of the language used in biomedical research and can generate more accurate and relevant outputs for biomedical tasks, such as drug discovery, disease classification, and clinical decision support..
BioGPT is a domain-specific generative pre-trained Transformer language model for biomedical text generation and mining.
BioGPT follows the Transformer language model backbone, and is pre-trained on 15M PubMed abstracts from scratch..
BioGPT is a language model transformer that has been developed by Microsoft researchers.
It's primary function is to answer biomedical questions, and according to the American company, BioGPT even exceeds the knowledge level of human experts..
OpenAI, the company that created Chat GPT, has made the world's hottest tech product with the backing of some prominent figures including Elon Musk.
You would be forgiven for thinking that Chat GPT's overwhelming popularity in tech is an overnight success..
