A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
1–9 of 9 posts
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#2Prior discussion: https://news.ycombinator.com/item?id=15006013
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#3I actually found this to be one of the best explanations on this topic I've read. Fully recommend the author's book too.
Also recommend this as it follows it/is an alternative: https://arxiv.org/abs/1703.01619
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#4I actually found this to be one of the best explanations on this topic I've read. Fully recommend the author's book too. Also recommend this as it follows it/is an alternative: https://arxiv.org/abs/1703.01619
Are you sure you linked to the right article? The linked article is about neural translations using seq-to-seq while TFA is about neural models for all kinds of language processing.
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#5Prior discussion: https://news.ycombinator.com/item?id=15006013
I believe this is the "expanded" version mentioned in that discussion.
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#6Prior discussion: https://news.ycombinator.com/item?id=15006013
I believe this is the "expanded" version mentioned in that discussion.
I think this is "just" a cleaned up version of the draft included in the previous discussion. I believe the expanded version mentioned in the aforementioned link is a longer book which grew out of this paper.
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#7Prior discussion: https://news.ycombinator.com/item?id=15006013
Not much "discussion", there either - as well as (not) on the truly first link back in its day that didn't get up-voted: https://news.ycombinator.com/item?id=10338114
Whatever, to give some opinion: I've read all of Goldberg's stuff and always think it's very excellent. If you are into (statistical) NLP, his work certainly has "sine qua non" rating...
EDIT: Oh, but yes, you can skip this and read the book if you are that interested in this stuff and can shell out the bucks - it's more complete and better redacted. (EDIT2: By which I mean the book is more up-to-date with refs from 2017, etc., not that the writing in the linked article is poor or anything!)
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#8I actually found this to be one of the best explanations on this topic I've read. Fully recommend the author's book too. Also recommend this as it follows it/is an alternative: https://arxiv.org/abs/1703.01619
Are you sure you linked to the right article? The linked article is about neural translations using seq-to-seq while TFA is about neural models for all kinds of language processing.
It's probably domain/industry/company dependent, but the vast majority (>90%) of NLP work I do nowadays is sequence-to-sequence models.
Re: A Primer on Neural Network Models for Natural Language Processing (2016) [pdf]
#9Earlier quoted context omitted.
I believe this is the "expanded" version mentioned in that discussion.
I think this is "just" a cleaned up version of the draft included in the previous discussion. I believe the expanded version mentioned in the aforementioned link is a longer book which grew out of this paper.
You're absolutely right. I looked at the printed page number of the last page and thought "wow 400 pages!".
Apologies for jumping the gun.