Contextualized Word Embeddings Self-Supervised Learning Sentence Embeddings Static Word Embeddings Word Embeddings Mirror-BERT public – 2 min read Introduction to Mirror-BERT: A Simple Yet Effective Text Encoder Language is the primary tool humans use to communicate, and it… Apr 23, 2023 Devin Schumacher
Static Word Embeddings Word Embeddings Continuous Bag-of-Words Word2Vec public – 2 min read Continuous Bag-of-Words Word2Vec, also known as CBOW Word2Vec, is a technique used to create word embeddings that can be used… Apr 23, 2023 Devin Schumacher
Document Embeddings Static Word Embeddings Topic Embeddings Word Embeddings lda2vec public – 3 min read What is lda2vec? lda2vec is a machine learning algorithm that creates word vectors while also taking into account the topic… Apr 23, 2023 Devin Schumacher
Static Word Embeddings Word Embeddings Skip-gram Word2Vec public – 2 min read Have you ever wondered how computers can understand the meaning behind the words we use? Word embeddings, like those created… Apr 23, 2023 Devin Schumacher
Static Word Embeddings Word Embeddings Poincaré Embeddings public – 2 min read What are Poincaré Embeddings? Poincaré Embeddings are a type of machine learning technique that can help computers understand the relationships… Apr 23, 2023 Devin Schumacher
Static Word Embeddings Word Embeddings fastText public – 2 min read FastText: An Overview of Subword-based Word Embeddings FastText is a type of word embedding that utilizes subword information. Word embeddings… Apr 23, 2023 Devin Schumacher
Static Word Embeddings Word Embeddings GloVe Embeddings public – 2 min read What are GloVe Embeddings? GloVe Embeddings are a type of word embedding that represent words as vectors in a high-dimensional… Apr 23, 2023 Devin Schumacher