Varsha H. Patil

A Review: Context Dependent and Context Independent Word Embedding Techniques

Word embedding techniques have become a fundamental component of Natural Language Processing (NLP) by enabling machines to learn meaningful semantic and syntactic representations of text. Over the past decade, embedding methods have evolved from static representations, such as Word2Vec, GloVe, and FastText, to contextu...