Often in Natural Language Processing (NLP) in Healthcare and other sophisticated fields, we often judge a model’s success based on how accurate it is. But this approach can be misleading...
What is Clinical Bias? Clinical bias in LLM (Language Learning Models) refers to the unfair or unequal representation or treatment based on medical or clinical information. This means that if...
John Snow Labs developed LangTest to address biases in language models. The library provides comprehensive tests to detect biases in language models. We introduce an end-to-end NLP pipeline, which involves...
Automatically generate test cases, run tests, and augment training datasets with the open-source, easy-to-use, cross-library LangTest package If your goal is to deliver NLP systems for production systems, you are...
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