Urdu Named Entity Recognition System using Hidden Markov Model
Abstract
Full Text:
PDFReferences
Siddiq, S., Hussain, S., Ali, A., Malik, K., & Ali, W. (2010, December). Urdu Noun Phrase Chunking-Hybrid Approach. In Asian Language Processing (IALP), 2010 International Conference on (pp. 69-72). IEEE.
Ali, W., Malik, M. K., Hussain, S., Siddiq, S., & Ali, A. (2010, September). Urdu noun phrase chunking: HMM based approach. In Educational and Information Technology (ICEIT), 2010 International Conference on (Vol. 2, pp. V2-494). IEEE.
Malik, M. K., & Sarwar, S. M. (2016). Named Entity Recognition System for Postpositional Languages: Urdu as a Case Study. International Journal of Advanced Computer Science and Applications, 7(10), 141-147.
Baum, L. E., & Petrie, T. (1966). Statistical inference for probabilistic functions of finite state Markov chains. The annals of mathematical statistics, 37(6), 1554-1563.
Nadeau, D., & Sekine, S. (2007). A survey of named entity recognition and classification. Lingvisticae Investigationes, 30(1), 3-26.
Mukund, S., & Srihari, R. K. (2009, June). NE tagging for Urdu based on bootstrap POS learning. In Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies (pp. 61-69). Association for Computational Linguistics.
Saha, S. K., Sarkar, S., & Mitra, P. (2008, January). A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition. In IJCNLP (pp. 343-349).
Kumar, P., & Kiran, V. R. (2008, January). A hybrid named entity recognition system for south Asian languages. In proceedings of the IJCNLP-08 Workshop on NER for South and South East Asian Languages (pp. 83-88).
Jahangir, F., Anwar, W., Bajwa, U. I., & Wang, X. (2012, December). N-gram and gazetteer list based named entity recognition for urdu: A scarce resourced language. In 24th International Conference on Computational Linguistics (p. 95).
Saha, S. K., Chatterji, S., Dandapat, S., Sarkar, S., & Mitra, P. (2008, January). A hybrid approach for named entity recognition in indian languages. In Proceedings of the IJCNLP-08 Workshop on NER for South and South East Asian languages (pp. 17-24).
Tafseer, A., Urooj, S., Hussain, S., Mustafa, A., Parveen, R., Adeeba, F., & Butt, M. (2015). The CLE Urdu POS Tagset. In LREC 2014, Ninth International Conference on Language Resources and Evaluation (pp. 2920-2925).
Gali, K., Surana, H., Vaidya, A., Shishtla, P., & Sharma, D. M. (2008, January). Aggregating Machine Learning and Rule Based Heuristics for Named Entity Recognition. In IJCNLP (pp. 25-32).
Naz, S., Umar, A. I., Shirazi, S. H., Khan, S. A., Ahmed, I., & Khan, A. A. (2014). Challenges of Urdu Named Entity Recognition: A Scarce Resourced Language. Research Journal of Applied Sciences, Engineering and Technology, 8(10), 1272-1278.
Ekbal, A., Haque, R., Das, A., Poka, V., & Bandyopadhyay, S. (2008, January). Language Independent Named Entity Recognition in Indian Languages. In IJCNLP (pp. 33-40).
Riaz, K. (2010, July). Rule-based named entity recognition in Urdu. In Proceedings of the 2010 named entities workshop (pp. 126-135). Association for Computational Linguistics.
Singh, U., Goyal, V., & Lehal, G. S. (2012). Named Entity Recognition System for Urdu. In COLING (pp. 2507-2518).
Malik, M. K., & Sarwar, S. M. (2015) "Urdu Named Entity Recognition and Classification System Using Conditional Random Field” Sci-int. 27(5), pp (4473-4477).
Kamran Malik, M., Ahmed, T., Sulger, S., Bögel, T., Gulzar, A., Raza, G., & Butt, M. (2010). Transliterating Urdu for a Broad-Coverage Urdu/Hindi LFG Grammar. In LREC 2010, Seventh International Conference on Language Resources and Evaluation (pp. 2921-2927).
https://www.ethnologue.com/statistics/size
http://ltrc.iiit.ac.in/ner-ssea-08/
http://cle.org.pk/
Copyright (c) 2017 Pakistan Journal of Engineering and Applied Sciences
Powered By KICS