AndReda MindFrom Words to Numbers: The Secret Behind AI Language Models (with code example)Large language models (LLMs) are special types of machine learning algorithms designed to process and generate human language. You’ve…2d ago1
Rishabh SinghLearning Word Embeddings with CBOW and Skip-gramIn NLP, word embeddings are a method to represent words as numerical vectors, capturing both the meaning of the words and the relationships…6d ago1
Rishabh JoshiUnderstanding Word Embeddings: Exploring the Foundations of Modern NLPIntroductionAug 17Aug 17
Qasim Al-Ma'arifDemystifying Text Representation: BoW, TF-IDF, and Word Embeddings ExplainedNatural Language Processing (NLP) is a dynamic field that revolves around understanding and processing human language. At the core of NLP…Jan 15Jan 15
Lakshmi NarayananinTowards Data ScienceText Vectorization Demystified: Transforming Language into DataAn intuitive guide to text vectorizationAug 33Aug 33
AndReda MindFrom Words to Numbers: The Secret Behind AI Language Models (with code example)Large language models (LLMs) are special types of machine learning algorithms designed to process and generate human language. You’ve…2d ago1
Rishabh SinghLearning Word Embeddings with CBOW and Skip-gramIn NLP, word embeddings are a method to represent words as numerical vectors, capturing both the meaning of the words and the relationships…6d ago1
Rishabh JoshiUnderstanding Word Embeddings: Exploring the Foundations of Modern NLPIntroductionAug 17
Qasim Al-Ma'arifDemystifying Text Representation: BoW, TF-IDF, and Word Embeddings ExplainedNatural Language Processing (NLP) is a dynamic field that revolves around understanding and processing human language. At the core of NLP…Jan 15
Lakshmi NarayananinTowards Data ScienceText Vectorization Demystified: Transforming Language into DataAn intuitive guide to text vectorizationAug 33
Fraidoon OmarzaiinGoPenAIAll Word Embedding Techniques In-DepthIt is a technique which converts words into vectorsAug 1
Palash MishrainThe Deep HubFrom One-Hot to BERT: A Brief Guide to Word Vectorization in Machine LearningIn the world of natural language processing (NLP), converting words into numerical representations (vectors) is a foundational task. This…Jul 101
GridflowAIChallenges in training a Word2vec Model and Introduction to optimization techniquesWord embeddings have become a cornerstone in natural language processing (NLP), enabling machines to understand and process textual data…Feb 8