Mohamad MahmoodforHashNoteshashnotes.hashnode.dev·Dec 1, 2023Creating BERT Static Word Embedding ModelNote: BERT is designed for contextual embeddings. Creating static embedding from BERT therefore defeats its purpose. [1] Install Required Libraries Ensure that the necessary libraries installed i.e. torch, gensim, numpy, and transformers (Hugging Fac...Discusshuggingface
Atrij Paulatrijpaul.hashnode.dev·Nov 16, 2023Exquisite Exposition of Word EmbeddingsWhat is Word Embedding ? In Natural Language Processing , word embedding is a term used for the representation of words for text analysis , typically in the form of real valued vectors that encodes the meaning of the word such that the words that are...Iqra Technology and 3 others are discussing this4 people are discussing thisDiscuss·54 likes·193 readsword2vec
picipici.hashnode.dev·Oct 31, 2023Word embeddingIntroduction Word embeddings have become a foundational technology in Natural Language Processing (NLP), providing a way to represent words and documents in a numerical format. In this blog post, we'll explore the use of word embeddings in the contex...DiscussNatural Language Processingnlp
Amit Vikram Rajamitvikramraj.hashnode.dev·Apr 28, 2023Word EmbeddingsWhat is Word Embedding? Word embedding - Wiki In NLP, a word embedding is a representation of a word. The embedding is used in text analysis. Typically, the representation is a real-valued vector that encodes the meaning of the word in such a way t...Discussnatural language processing
Bhagirath Deshani bhagirathkd.hashnode.dev·Feb 2, 2023#88 Machine Learning & Data Science Challenge 88What is Word2vec? Word2Vec is a shallow, two-layer neural network that is trained to reconstruct the linguistic contexts of words. It takes as its input a large corpus of words and produces a vector space, typically of several hundred dimensions, wi...Discuss·48 readsMachine Learning & Data Science Interview ChallengesMachine Learning
Yuvraj Singhyuvraj01.hashnode.dev·Dec 30, 2022Word embedding in NLPYou have come to the right place if you're looking for a resource that can teach you everything you need to know about word embedding techniques in NLP. After reading this blog post, you will be fully equipped with the knowledge necessary to understa...DiscussWeMakeDevs
kay oukayou.hashnode.dev·Sep 6, 2022Build a Stackoverflow-like Question Recommendation for the ChatbotPeople who have ever asked questions on the stackoverflow.com or quora.com, must noticed that it will prompt with similar questions asked by the others, when you are typing. This feature is genial and useful. For me, it is like a createOrGet() funct...Discuss·131 readsnlp
Robin kumarthecoderbro.hashnode.dev·Jul 26, 2022A Guide on Word Embeddings in NLP💻Introduction Natural Language Processing (NLP) is the interdisciplinary field of Computer Science, Artificial Intelligence, and Linguistics, concerned with the ability of computers to understand human language. Word Embeddings is an advancement in NL...Discuss·1 like·45 readsword2vec
Robin kumarthecoderbro.hashnode.dev·Jul 26, 2022What’s Behind Word2vecThe field of Natural Language Processing (NLP) requires knowledge of linguistics, statistics, and computer science. As such, it can be challenging to begin a new study or project without significant background research in the disciplines that you’re ...Discuss·37 readsMachine Learning
