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explosion/sense2vec

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🦆 Contextually-keyed word vectors

3 mentions on Hacker News by 3 people: 0 stories, 3 comments · first 2017-10-29 · latest 2022-06-03

Mentions per year 3 mentions · busiest year 2017 (1)
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  1. …Also, you can use extensions to word embeddings, namely, sense2vec ( https://github.com/explosion/sense2vec ), to supercharge games like this!
    comment by Der_Einzige · 2022-06-03 · in Semantle: guess words based on Word2vec similarity scores
  2. …and may actually be faster than the index-building steps for many ANN algorithms. Example code: https://github.com/explosion/sense2vec/blob/master/scripts/0... A cache of k neighbors for vectors of dimension d will be k/d the size of the…
    comment by syllogism · 2020-07-30 · in ScaNN: Efficient Vector Similarity Search
  3. …details: https://www.slideshare.net/GarySieling/ai-with-the-best-buil... Sense2Vec might also help: https://github.com/explosion/sense2vec There is also a project called Vespa, which looks potentially interesting as a replacement for…
    comment by garysieling · 2017-10-29 · in Language Models, Word2Vec, and Efficient Softmax Approximations