1 |
T. Mikolov, I. Sutskever, K. Chen, G. Corrado, and J. Dean, "Distributed representations of words and phrases and their compositionality," in Proc. of the 26th International Conference on Neural Information Processing Systems, Vol. 2, pp. 3111-3119, Dec. 2013.
|
2 |
E. Burchard, E. Ziv, N. Coyle, S. Gomez, H. Tang, A. Karter, J. Mountain, E. P'erez-Stable, D. Sheppard, and N. Risch, "The importance of race and ethnic background in biomedical research and clinical practice," New England Journal of Medicine, vol. 348, no. 12, pp. 1170-1175, Mar. 2003.
DOI
|
3 |
R.W. Buechley, "Generally useful ethnic search system "GUESS"," New York, pp. 49-58, 1976.
|
4 |
A.J. Coldman, T. Braun, and R.P. Gallagher, "The classification of ethnic status using name information," Journal of Epidemiology and Community Health, vol. 42, no. 4, pp. 390-395, Dec. 1988.
DOI
|
5 |
J. Chang, I. Rosenn, L. Backstrom, and C. Marlow, "epluribus: Ethnicity on Social Networks," ICWSM, vol. 4, no.1, pp. 18-25, May. 2010.
DOI
|
6 |
P. Treeratpituk, and C.L. Giles, "Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching," in Proc. of AAAI, pp. 1141-1147, Jul. 2012.
|
7 |
Z. Chu, S. Gianvecchio, H. Wang, and S. Jajodia, "Detecting automation of twitter accounts: Are you a human, bot, or cyborg?," IEEE Transactions on Dependable and Secure Computing, vol. 9, no. 6, pp. 811-824, Aug. 2012.
DOI
|
8 |
A. Ambekar, C. Ward, J. Mohammed, S. Male, and S. Skiena, "Name-Ethnicity Classification from Open Sources," in Proc. of KDD, pp. 49-58, Jun. 2009.
|
9 |
N. Jindal, and B. Liu, "Review spam detection," in Proc. of the 16th international conference on World Wide Web. ACM, pp. 1189-1190, May. 2007.
|
10 |
E. Ngai, Y. Hu, Y. Wong, Y. Chen, and X. Sun, "The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature," Decision Support Systems, vol. 50, no. 3, pp. 559-569, Feb. 2011.
DOI
|
11 |
D. Bahdanau, K. Cho, and Y. Bengio, "Neural machine translation by jointly learning to align and translate," arXiv preprint arXiv:1409.0473, 2014.
|
12 |
Y. Bengio, P. Simard, and P. Frasconi, "Learning long-term dependencies with gradient descent is difficult," IEEE transactions on neural networks, vol. 5, no. 2, pp. 157-166, Mar. 1994.
DOI
|
13 |
S. Min, M. Seo, and H. Hajishirzi, "Question Answering through Transfer Learning from Large Fine-grained Supervision Data," in Proc. of the 55th Annual Meeting of the Association for Computational Linguistics (Short Papers), pp. 510-517, Jul. 2017.
|
14 |
W. Zaremba, I. Sutskever, and O. Vinyals, "Recurrent neural network regularization," arXiv preprint arXiv:1409.2329, 2014.
|
15 |
S. Hochreiter, J. Schmidhuber, "Long short-term memory," Neural Computation, vol. 9, no. 8, pp. 1735-1780, Nov. 1997.
DOI
|
16 |
K. Cho, B. Merrienboer, D. Bahdanau, and Y. Bengio, "On the properties of neural machine translation: Encoder-decoder approaches," arXiv preprint arXiv:1409.1259, 2014.
|
17 |
J. Lee, H. Kim, M. Ko, D. Choi, J. Choi, and J. Kang, "Name Nationality Classification with Recurrent Neural Networks," in Proc. of International Joint Conference of Artificial Intelligence Organization, pp. 2081-2087, 2017.
|
18 |
Y. Yao, and Z. Huang, "Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation," in Proc. of International Conference on Neural Information Processing, pp. 345-353, Feb. 2016.
|
19 |
A. Dai, and Q. Le, "Semi-supervised sequence learning," in Proc. of the 28th International Conference on Neural Information Processing Systems, Vol. 2, pp. 3079-3087, Dec. 2015.
|
20 |
L. Mou, Z. Meng, R. Yan, G. Li, Y. Xu, L. Zhang, and Z. Jin, "How transferable are neural networks in NLP applications?," in Proc. of the 2016 Conference on Empirical Methods in Natural Language Processing, pp. 479-489, Nov. 2016.
|
21 |
A. Karatzoglou, D. Meyer, and K. Hornik, "Support vector machines in R," Journal of statistical software, vol. 15, no. 9, pp. 1-28, 2006.
|
22 |
K. Wong, O. Zaiane, F. Davis, and Y. Yasui, "A machine learning approach to predict ethnicity using personal name and census location in Canada," PLoS ONE, vol. 15, no. 11, 2020.
|
23 |
John F. Kolen, Stefan C. Kremer, "Gradient flow in recurrent nets: the difficulty of learning longterm dependencies," A Field to Guide to Dynamical Recurrent Neural Networks, pp. 237-243, 2001.
|
24 |
V. Selvaratnam, "Ethnicity, inequality, and higher education in Malaysia," Comparative Education Review, vol. 32, no. 2, pp. 173-196, 1988.
DOI
|
25 |
J. Kim, J. Kim, and J. Smith, "Ethnicity-based name partitioning for author name disambiguation using supervised machine learning," Journal of the Association for Information Science & Technology, vol. 72, no. 8, pp. 979-994, August 2021.
DOI
|
26 |
J. Howard, and S. Ruder, "Universal language model fine-tuning for text classification," in Proc. of the 56th Annual Meeting of the Association for Computational Linguistic, pp. 328-339, Jul. 2018.
|