Named Entity Recognition for Amharic Using Stack-Based Deep Learning (original) (raw)
References
Al-Rfou, R., Kulkarni, V., Perozzi, B., Skiena, S.: POLYGLOT-NER: massive multilingual named entity recognition. In: Proceedings of the 2015 SIAM International Conference on Data Mining (SDM 2015). Society for Industrial and Applied Mathematics, Vancouver, June 2015 Google Scholar
Al-Rfou, R., Perozzi, B., Skiena, S.: Polyglot: Distributed word representations for multilingual NLP. In: Proceedings of the 17th Conference on Computational Natural Language Learning (CONLL 2013), pp. 586–594. ACL, Sofia, August 2013 Google Scholar
Alemu, B.: A named entity recognition for Amharic. Master’s thesis, School of Information Science, Addis Ababa University, Addis Ababa, Ethiopia, June 2013 Google Scholar
Belay, M.T.: Amharic named entity recognition using a hybrid approach. Master’s thesis, School of Information Science, Addis Ababa University, Addis Ababa, Ethiopia, August 2014 Google Scholar
Chiu, J.P.C., Nichols, E.: Named entity recognition with bidirectional LSTM-CNNs. Trans. ACL 4, 357–370 (2016) Google Scholar
Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12, 2493–2537 (2011) MATH Google Scholar
Demeke, G.A., Getachew, M.: Manual annotation of Amharic news items with part-of-speech tags and its challenges. ELRC Working Papers, vol. 2(1), pp. 1–17, March 2006 Google Scholar
Gambäck, B.: Tagging and verifying an Amharic news corpus. In: Proceedings of the 8th International Conference on Language Resources and Evaluation, pp. 79–84. ELRA, Istanbul, May 2012. Workshop on Language Technology for Normalisation of Less-Resourced Languages Google Scholar
Gambäck, B., Asker, L.: Experiences with developing language processing tools and corpora for Amharic. In: Cunningham, P., Cunningham, M. (eds.) Proceedings of IST-Africa 2010, the 5th Conference on Regional Impact of Information Society Technologies in Africa. IIMC, Durban, May 2010 Google Scholar
Gasser, M.: HornMorpho: a system for morphological processing of Amharic, Oromo, and Tigrinya. In: Proceedings of Conference on Human Language Technology for Development, Alexandria, Egypt, pp. 94–99, May 2011 Google Scholar
Huang, Z., Xu, W., Yu, K.: Bidirectional LSTM-CRF models for sequence tagging. CoRR abs/1508.01991 (2015) Google Scholar
Hudson, G.: Linguistic analysis of the 1994 Ethiopian census. Northeast Afr. Stud. 6(3), 89–107 (1999) Article Google Scholar
Lafferty, J.D., McCallum, A., Pereira, F.C.N.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of the 18th International Conference on Machine Learning, ICML 2001, pp. 282–289. Morgan Kaufmann Publishers Inc., San Francisco (2001) Google Scholar
Mehamed, M.A.: Named entity recognition for Amharic language. Master’s thesis, Department of Computer Science, Addis Ababa University, Addis Ababa, Ethiopia, November 2010 Google Scholar
Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. CoRR abs/1301.3781 (2013) Google Scholar
Mikolov, T., Sutskever, I., Chen, K., Corrado, G., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Advances in Neural Information Processing Systems 26 (NIPS 2013), pp. 3111–3119. Curran Associates, Red Hook (2013) Google Scholar
Poostchi, H., Borzeshi, E.Z., Abdous, M., Piccardi, M.: PersoNER: persian named-entity recognition. In: Proceedings of the 26th International Conference on Computational Linguistics, pp. 3381–3389. ACL, Osaka, December 2016 Google Scholar
Takeuchi, K., Collier, N.: Use of support vector machines in extended named entity recognition. In: Proceedings of the 6th Conference on Natural Language Learning. COLING-2002, vol. 20, pp. 1–7. Association for Computational Linguistics, Stroudsburg (2002) Google Scholar
Zhou, G., Su, J.: Named entity recognition using an HMM-based chunk tagger. In: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, ACL 2002, pp. 473–480. Association for Computational Linguistics, Stroudsburg (2002) Google Scholar