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A Primer on Neural Network Models for Natural Language Processing (2015)
- panyang 9y agoGoldberg also expanded this paper into a book. http://www.morganclaypool.com/doi/abs/10.2200/S00762ED1V01Y201703HLT037 http://www.morganclaypool.com/doi/abs/10.2200/S00762ED1V01Y2...
- alexcnwy 9y agoIt's great to have this all in one place - the change in notation across papers can be quite confusing! I just wish there was something like this with code examples. It's so frustrating when papers say things like 'we omit biases' and so on because it makes it difficult to reproduce their implementation arghghg.
- bitL 9y agoThat's intentional; it's where you spend most of the time and won't be competitive with the authors and their market-ready implementation. However you get to learn cool stuff and can make something better based on it.