GloVe embeddings - unknown / out-of-vocabulary token












2















I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
https://nlp.stanford.edu/projects/glove/



I found this on SO: What is "unk" in glove.6B.50d.txt?



The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!



So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?






neural-network deep-learning nlp word-embedding glove







share|improve this question





























    2















    I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
    https://nlp.stanford.edu/projects/glove/



    I found this on SO: What is "unk" in glove.6B.50d.txt?



    The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
    However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!



    So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?






    neural-network deep-learning nlp word-embedding glove







    share|improve this question



























      2












      2








      2








      I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
      https://nlp.stanford.edu/projects/glove/



      I found this on SO: What is "unk" in glove.6B.50d.txt?



      The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
      However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!



      So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?






      neural-network deep-learning nlp word-embedding glove







      share|improve this question
















      I would like to know if there is a general (default) out-of-vocabulary (OOV) token for GloVe embeddings. In particular for the pre-trained ones from Stanford:
      https://nlp.stanford.edu/projects/glove/



      I found this on SO: What is "unk" in glove.6B.50d.txt?



      The given answer suggests that the token "unk" represents the OOV-Token and shared a link to the Glove project on Github as evidence.
      However this doesn't seem very conclusive to me as the link only refers to "<unk>" tokens in the code (not "unk"), but "<unk>" does existent in the vocabulary!



      So I would like to know, if there is any (default) OOV-token for GloVe (what can be used for unknown/unseen words) and if so what is it?






      neural-network deep-learning nlp word-embedding glove




      neural-network deep-learning nlp word-embedding glove






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Nov 17 '18 at 8:24







      blue-phoenox

















      asked Nov 14 '18 at 18:26









      blue-phoenoxblue-phoenox

      4,09191543




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