Remove 2016 Remove K-nearest Neighbors Remove Natural Language Processing
article thumbnail

Customizing coding companions for organizations

AWS Machine Learning Blog

Formally, often k-nearest neighbors (KNN) or approximate nearest neighbor (ANN) search is often used to find other snippets with similar semantics. Her research interests lie in Natural Language Processing, AI4Code and generative AI. Semantic retrieval BM25 focuses on lexical matching.

AWS 119
article thumbnail

Text Classification in NLP using Cross Validation and BERT

Mlearning.ai

Introduction In natural language processing, text categorization tasks are common (NLP). K-Nearest Neighbou r: The k-Nearest Neighbor algorithm has a simple concept behind it. Foundations of Statistical Natural Language Processing [M]. Uysal and Gunal, 2014). Manning C.