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)
J. Tang, M. Hong, J. Li, и B. Liang. International Semantic Web Conference, том 4273 из Lecture Notes in Computer Science, стр. 640-653. Springer, (2006)