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ChatGPT in Drug Discovery: Rise of Large Language Models

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"ChatGPT in Drug Discovery: Rise of Large Language Models"

ChatGPT shows promise in drug discovery for information extraction, scientific text authoring, hypothesis prediction, and chemical entity prediction. This whitepaper explores its potential to streamline research, delving into its technology, applications, and limitations.

While large language models have been around for a while, OpenAI's ChatGPT has sparked unprecedented interest in their application in diverse domains, including problems in drug discovery.
In these early days, ChatGPT and similar models are showing promising signs:

  • of applications in information extraction,
  • authoring scientific text,
  • prediction of hypothesis, and
  • predicting chemical entities.

In this whitepaper, we discuss the potential and possibilities the model can bring to make drug research a less laborious process. We demystify it’s underlying technology, hypothesize on its applications in various steps of discovery and discuss limitations.


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