July 2024

How to explain natural language processing NLP in plain English

What is Machine Learning? Guide, Definition and Examples What we have not yet explicitly discussed is between which data distributions those shifts can occur—the locus of the shift. In our taxonomy, the shift locus forms the last piece of the puzzle, as it determines what part of the modelling pipeline is investigated and, with that, …

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Large Language Model Types, Working, and Examples

BERT: Why its been revolutionizing NLP by Jerry Wei Huang and Li’s work enhances aspect-level sentiment classification by integrating syntactic structure and pre-trained language model knowledge. Employing a graph attention network on dependency trees alongside BERT’s subword features, their approach achieves refined context-aspect interactions, leading to more precise sentiment polarity determinations in complex sentences71. Xu, …

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