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Large Language Models Blog

RxNorm Mapping Benchmark: John Snow Labs, GPT-4, and Amazon

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

Boosting Efficiency and Accuracy in Healthcare NLP Tasks Using Healthcare-Specific Fine-Tuned LLMs and New Medical Assertion Detection Frameworks Highlights Introducing a brand new LLMLoader annotator to load and run large language...

Prometheus-Eval and LangTest combine to provide an open-source, reliable, and cost-effective solution for evaluating long-form responses. Prometheus, trained on a comprehensive dataset, matches GPT-4’s performance, while LangTest offers a robust...

The Model Ranking & Leaderboard system, powered by LangTest from John Snow Labs, provides a systematic approach to evaluating and comparing AI models. It offers comprehensive ranking capabilities, historical comparison,...

Accurate drug name identification is vital for patient safety. Testing GPT-4o with Langtest, which offers a drug_generic_to_brand conversion test, identified potential errors where the model predicts incorrect drug names when...