2 code implementations • 18 Dec 2018 • Rasmus Berg Palm, Florian Laws, Ole Winther
We believe our proposed architecture can be used on many real life information extraction tasks where word classification cannot be used due to a lack of the required word-level labels.
1 code implementation • 24 Aug 2017 • Rasmus Berg Palm, Ole Winther, Florian Laws
We describe a recurrent neural network model that can capture long range context and compare it to a baseline logistic regression model corresponding to the current CloudScan production system.
1 code implementation • WS 2017 • Rasmus Berg Palm, Dirk Hovy, Florian Laws, Ole Winther
End-to-end (E2E) models, which take raw text as input and produce the desired output directly, need not depend on token-level labels.