GloVe + character embeddings + bi-LSTM + CRF for Sequence Tagging (Named Entity Recognition, NER, POS) - NLP example of bidirectionnal RNN and CRF in Tensorflow
P. Klügl, M. Toepfer, F. Lemmerich, A. Hotho, и F. Puppe. Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM, стр. 240-248. Vilamoura, Algarve, Portugal, SciTePress, (2012)
P. Klügl, M. Toepfer, F. Lemmerich, A. Hotho, и F. Puppe. Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM, стр. 240-248. Vilamoura, Algarve, Portugal, SciTePress, (2012)
P. Klügl, M. Toepfer, F. Lemmerich, A. Hotho, и F. Puppe. Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM, стр. 240-248. Vilamoura, Algarve, Portugal, SciTePress, (2012)
J. Lafferty, A. McCallum, и F. Pereira. Proceedings of the Eighteenth International Conference on Machine Learning, стр. 282--289. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2001)
J. Lafferty, A. McCallum, и F. Pereira. Proceedings of the Eighteenth International Conference on Machine Learning, стр. 282--289. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2001)