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klotz: embedding* + glove*

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1. Word and Sentence Embeddings

   - Embeddings transform words and sentences into sequences of numbers for computers to understand language.
   - This technology powers tools like Siri, Alexa, Google Translate, and generative AI systems like ChatGPT, Bard, and DALL-E.
   - In the early days, embeddings were crafted by hand, which was time-consuming and couldn't adapt to language nuances easily.
   - The 3D hand-crafted embedding app provides an interactive experience to understand this concept.
   - The star visualization method offers an intuitive way to understand word embeddings.
   - Machine learning models like Word2Vec and GloVe revolutionized the generation of word embeddings from large text datasets.
   - Universal Sentence Encoder (USE) extends the concept of word embeddings to entire sentences.
   - TensorFlow Projector is an advanced tool to interactively explore high-dimensional data like word and sentence embeddings.

   2024-02-02 Tags: embedding, llm, ken kahn, nlp, ml, word2vec, glove, universal sentence encoder by klotz
2. Text Summarization with GloVe Embeddings.. - Towards Data Science

   2020-05-11 Tags: glove, word embedding, summarization, nlp, text understanding by klotz
3. NLP: Building a Text Summariser Using Global Vectors

   2020-04-07 Tags: nlp, summarization, glove, embedding by klotz
4. “GeoVec: word embeddings for geosciences”

   2019-08-21 Tags: geovec, glove, word embedding, corpus, geology by klotz
5. Data Augmentation in NLP – Towards Data Science

   2019-04-13 Tags: word embedding, fasttext, glove, word2vec, augmentation by klotz
6. Using pre-trained word embeddings in a Keras model

   2019-02-19 Tags: keras, embedding, pre-trained, word embedding, glove by klotz
7. The Current Best of Universal Word Embeddings and Sentence Embeddings

   2019-02-11 Tags: glove, word embedding, word2vec, medium, elmo by klotz
8. How to Train GloVe algorithm on my own corpus - Stack Overflow

   2019-02-09 Tags: glove, corpus, train, stackoverflow, embedding by klotz
9. “10 Predictions for Deep Learning in 2019”

   2018-12-31 Tags: cybernetics, unsupervised learning, transformer, deep learning, 2019, glove, bert, word embedding, carlos perez, blog, mediuma by klotz
10. The Three Main Branches of Word Embeddings – Towards Data Science

    2018-12-31 Tags: word embedding, word2vec, glove, fast text, nlp, deep learning by klotz

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