GPT-3 transforms chemical research
(phys.org)
TLDR; Summary
Artificial intelligence, particularly machine learning, is becoming crucial in chemical research
Machine learning requires large amounts of data, which can be a limitation in chemical research
Scientists at EPFL have used GPT-3, a large language model, to simplify chemical analysis
GPT-3 is fine-tuned with a small dataset of questions and answers to provide accurate chemical insights
The approach developed by EPFL researchers is simple, fast, and highly accurate, outperforming traditional machine learning models
This method could revolutionize how chemical research is conducted, making it as easy as conducting a literature search
Querying foundational models like GPT-3 could become a routine way to bootstrap projects in chemistry
The study suggests that this approach will change the way chemistry is done
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