1 |
L. Ratinov and D. Roth, 2009. "Design challenges and misconceptions in named entity recognition," In Proceedings of CoNLL, pp 147-155, 2009.
|
2 |
A. McCallum, D. Freitag, and F. Pereira. "Maximum entropy Markov models for information extraction and segmentation," Proceedings of ICML, 2000.
|
3 |
G. Luo, X. Huang, C Lin, and Z. Nie, "Joint entity recognition anddisambiguation," In Proceedings of EMNLP-2015, pp 879-888, 2015.
|
4 |
X. M, F. Xia, "Unsupervised de- pendency parsing with transferring distribution via parallel guidance and entropy regularization," In Proceedings of ACL, pp 1337-1348, 2014.
|
5 |
R. Pascanu, T. Mikolov, and Y. Bengio, "On the difficulty of training recurrent neural networks," arXiv preprint arXiv:1211.5063, 2012.
|
6 |
T. Mikolov, K. Chen, G. Corrado, J. Dean, "Efficient Estimation of Word Representations in Vector Space," In Proceedings of Workshop at ICLR, 2013.
|
7 |
A. Graves, A. Mohamed, G. Hinton, "Speech recognition with deep recurrent neural networks," In Proceedings of ICASSP, pp 6645-6649, IEEE, 2013.
|
8 |
J. P. Chiu, E. Nichols, "Named entity recognition with bidirectional lstm-cnns," arXiv preprint arXiv:1511.08308, 2015.
|
9 |
K. Cho, B. Merrie, D. Bah-danau, Y. Bengio, "On the properties of neural machine translation: Encoder-decoder approaches," Syntax, Semantics and Structure in Statistical Translation, pp 103, 2014.
|
10 |
R. J. Pennington, C. Manning, "Glove: Global vectors for word representation," 2014.
|
11 |
P. Bojanowski, E. Grave, A. Joulin, and T. Mikolov. "Enriching word vectors with subword information," Transactions of the Association for Computational Linguistics, 5:135-146, 2017.
|
12 |
Z. Huang, W. Xu, K. Yu. "Bidirectional LSTM-CRF models for sequence tagging," CoRR, abs/1508.01991, 2015
|
13 |
Ma, X. and Hovy, "End-to-end sequence labeling via bi-directional LSTM-CNNs- CRF," In Proc. of ACL, 2016.
|
14 |
K. Yoon, "Convolutional neural networks for sentence classification," arXivpreprint arXiv:1408.5882 2014.
|
15 |
J. P. Chiu and E. Nichols, "Named en- tity recognition with bidirectional lstm-cnns," arXiv preprint arXiv:1511.08308, 2015.
|
16 |
A. Graves and J. Schmidhuber, "Framewise Phoneme Classification with Bidirectional LSTM and Other Neural Network Architectures," Neural Networks, 2005.
|
17 |
T. Mikolov, A. Deoras, D. Povey, L. Burget, J. Eernocky. "Strategies for Training Large Scale Neural Network Language Models," Proceedings of ASRU, 2011.
|