GloVe embeddings - unknown / out-of-vocabulary token
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
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
add a comment |
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
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
add a comment |
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
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
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
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
edited Nov 17 '18 at 8:24
blue-phoenox
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
asked Nov 14 '18 at 18:26
blue-phoenoxblue-phoenox
4,251101745
4,251101745
add a comment |
add a comment |
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