Word2vec vs ARPA N-gram model
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I would like to understand the difference between ARPA models (eg in SRILM) vs word2vec model (which is a predictive model).
I have been working on Kaldi off late and I understand the concept of ARPA in that context. Now, I believe word2vec is a skip-gram model. However, the same can also be applied to ARPA models as well. In that context, is ARPA model a variety of word2vec?
Although this is a little broad-based question, however, neither existing SO nor google gives a clarity on the subject.
word2vec n-gram
asked Nov 22 at 8:28
Sayantan
110113
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I would like to understand the difference between ARPA models (eg in SRILM) vs word2vec model (which is a predictive model).
I have been working on Kaldi off late and I understand the concept of ARPA in that context. Now, I believe word2vec is a skip-gram model. However, the same can also be applied to ARPA models as well. In that context, is ARPA model a variety of word2vec?
Although this is a little broad-based question, however, neither existing SO nor google gives a clarity on the subject.
word2vec n-gram
asked Nov 22 at 8:28
Sayantan
110113
add a comment |
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I would like to understand the difference between ARPA models (eg in SRILM) vs word2vec model (which is a predictive model).
I have been working on Kaldi off late and I understand the concept of ARPA in that context. Now, I believe word2vec is a skip-gram model. However, the same can also be applied to ARPA models as well. In that context, is ARPA model a variety of word2vec?
Although this is a little broad-based question, however, neither existing SO nor google gives a clarity on the subject.
word2vec n-gram
asked Nov 22 at 8:28
Sayantan
110113
I would like to understand the difference between ARPA models (eg in SRILM) vs word2vec model (which is a predictive model).
I have been working on Kaldi off late and I understand the concept of ARPA in that context. Now, I believe word2vec is a skip-gram model. However, the same can also be applied to ARPA models as well. In that context, is ARPA model a variety of word2vec?
Although this is a little broad-based question, however, neither existing SO nor google gives a clarity on the subject.
word2vec n-gram
word2vec n-gram
asked Nov 22 at 8:28
Sayantan
110113
asked Nov 22 at 8:28
Sayantan
110113
asked Nov 22 at 8:28
Sayantan
110113
asked Nov 22 at 8:28
Sayantan
110113
asked Nov 22 at 8:28
Sayantan
110113
110113
add a comment |
add a comment |
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