What Are Embedding Models? At their core, embedding models are tools that convert complex data—such as words, sentences, images, or…
What Are Vector Embeddings? Imagine trying to explain to a computer that the words "cat" and "dog" are more similar…
What are Out-of-Vocabulary (OOV) Words? In Natural Language Processing (NLP), Out-of-Vocabulary (OOV) words refer to any words a machine learning…
What is Text Representation? Text representation refers to how text data is structured and encoded so that machines can process…
What is the METEOR Score? The METEOR score, which stands for Metric for Evaluation of Translation with Explicit ORdering, is…
What is BERTScore? BERTScore is an innovative evaluation metric in natural language processing (NLP) that leverages the power of BERT…
What is the BLEU Score in NLP? BLEU, Bilingual Evaluation Understudy, is a metric used to evaluate the quality of…
What is the ROUGE Metric? ROUGE, which stands for Recall-Oriented Understudy for Gisting Evaluation, is a set of metrics used…
What is Mean Reciprocal Rank (MRR)? Mean Reciprocal Rank (MRR) is a metric used to evaluate the effectiveness of information…
What is Hashing? Hashing is used in computer science as a data structure to store and retrieve data efficiently. At…