Large Language Models Blog

Human-in-the-loop (HITL) Workflows in the Generative AI Lab

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Dia Trambitas, Ph.D.

In industries like healthcare, in which regulatory-grade accuracy is a requirement, human validation of model results is often a critical requirement. While models handle the legwork, the Generative AI Lab...

Advanced NLP Techniques: Identifying Named Entities in Medical Text with Zero-Shot Learning

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Gokhan Turer

In this notebook, RoBertaForQuestionAnswering was used for versatile Named Entity Recognition (NER) without extensive domain-specific training. This blog post walks through the ZeroShotNerModel implementation and explores its ability to adapt...

Advanced Phrase Matching in Clinical Texts in Healthcare NLP

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Gokhan Turer

Leveraging TextMatcherInternal for Precise Phrase Matching in Healthcare Texts The TextMatcherInternal annotator in Healthcare NLP is a powerful tool for exact phrase matching in healthcare text analysis. We’ll cover its...

John Snow Labs vs. GPT-4 in Clinical Practice Question Answering

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Kateryna Lee

In a previous blog post, we compared John Snow Labs Medical Chatbot and ChatGPT-4 in Biomedical Question Answering. The blind test with independent medical annotators showed how the proprietary Healthcare-GPT...

State-of-the-art RxNorm Code Mapping with NLP: Comparative Analysis between the tools by John Snow Labs, Amazon, and GPT-4

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Muhammet Santas

This blog post compares RxNorm code mapping accuracy and a price analysis between John Snow...