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 Multi-Task Learning? Multi-TaskMulti-task learning (MTL) is a machine learning approach in which a single model is trained to…
What is Text Representation? Text representation refers to how text data is structured and encoded so that machines can process…
What is BERTScore? BERTScore is an innovative evaluation metric in natural language processing (NLP) that leverages the power of BERT…
Introduction to Perplexity in NLP In the rapidly evolving field of Natural Language Processing (NLP), evaluating the effectiveness of language…
What is Mean Reciprocal Rank (MRR)? Mean Reciprocal Rank (MRR) is a metric used to evaluate the effectiveness of information…
What are Ranking Algorithms? Ranking algorithms are computational processes used to order items, such as web pages, products, or multimedia…
What is Full-Text Search? Full-text search is a technique for efficiently and accurately retrieving textual data from large datasets. Unlike…
What is Query Understanding? Understanding user queries lies at the heart of efficient communication between humans and machines in the…
What is Distributional Semantics? Understanding the meaning of words has always been a fundamental challenge in natural language processing (NLP).…