How can NLP models be biased?

Apr 25, 2025 ... Tokenization is a foundational step in Natural Language Processing (NLP) because it transforms unstructured text into a format that machines can ... Sep 15, 2022 ... You can always check the type of any python objects: nlp = spacy.load('en_encore_web_sm') # or medium, or large print(type(nlp)) ... Jun 14, 2022 ... According to NLP theory, the approach can help you improve communication with your unconscious mind and modify your mental “programs,” or the ... Mar 25, 2021 ... NLP applies both to written text and speech, and can be applied to all human languages. Other examples of tools powered by NLP include web ... In this blog post, we'll take a closer look at NLP in the healthcare industry — what it is, how it works, and how healthcare providers can benefit from this ... Oct 23, 2024 ... This article is a roadmap made from what I believe to be best practices for running a smooth NLP. This is certainly not the only way to do it, but I have found ... Oct 5, 2021 ... What can we do? The current assumption around NLP is when we talk about 'natural language' the postulation is always that the researcher is ... If you're an NLP engineer, expect to dive deep into data, analysis, predictive models and algorithms. Depending on the company or organization, you may likely ... Because computers can scale language-related tasks, it enables them to read and interpret text or speech and determine what to do with the information. This ... A Natural Language Processing (NLP) engineer is a specialist in the field of artificial intelligence (AI) and computational linguistics focused on developing ...