Linked Data, LLM and Responsible AI - Artificial Intelligence Zone

Automatically Testing for Demographic Bias in Clinical Treatment Plans Generated by Large Language Models

John Snow Labs

AUGUST 31, 2023

Clinical bias in LLM (Language Learning Models) refers to the unfair or unequal representation or treatment based on medical or clinical information. To test this, we fed the patient_info_A with the diagnosis to the Language Model (LLM) and requested a treatment plan. Supported Tasks: [link] 2. Supported Models: [link] model 3.

Large Language Models

Large Language Models NLP LLM OpenAI

An introduction to preparing your own dataset for LLM training

AWS Machine Learning Blog

DECEMBER 19, 2024

However, the performance of these models is heavily influenced by the data used during the training process. In this blog post, we provide an introduction to preparing your own dataset for LLM training. Its rare to already have access to text data that can be readily processed and fed into an LLM for training.

LLM

LLM Machine Learning Natural Language Processing ML

Artificial Intelligence Zone

Automatically Testing for Demographic Bias in Clinical Treatment Plans Generated by Large Language Models

An introduction to preparing your own dataset for LLM training

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