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nlp:word_embeddings [2021/11/30 17:16] – created jmflanignlp:word_embeddings [2023/06/15 07:36] (current) – external edit 127.0.0.1
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 ===== Papers ===== ===== Papers =====
   * [[https://arxiv.org/pdf/1402.3722.pdf|Goldberg & Levy 2014 - word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method]]   * [[https://arxiv.org/pdf/1402.3722.pdf|Goldberg & Levy 2014 - word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method]]
 +  * [[https://nlp.stanford.edu/pubs/glove.pdf|Pennington et al 2014 - GloVe: Global Vectors for Word Representation]]
 +
 +===== Resources =====
 +  * [[https://nlp.stanford.edu/projects/glove/|GloVe Embeddings]] [[https://github.com/stanfordnlp/GloVe|github]] For non-contextualized (fixed) word embeddings, GloVe is usually the best
  
 ===== Related Pages ===== ===== Related Pages =====
   * [[Pretraining]]   * [[Pretraining]]
nlp/word_embeddings.1638292596.txt.gz · Last modified: 2023/06/15 07:36 (external edit)

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