Md. Hasanuzzaman

Also published as: Md Hasanuzzaman


2019

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Investigating Terminology Translation in Statistical and Neural Machine Translation: A Case Study on English-to-Hindi and Hindi-to-English
Rejwanul Haque | Md Hasanuzzaman | Andy Way
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)

Terminology translation plays a critical role in domain-specific machine translation (MT). In this paper, we conduct a comparative qualitative evaluation on terminology translation in phrase-based statistical MT (PB-SMT) and neural MT (NMT) in two translation directions: English-to-Hindi and Hindi-to-English. For this, we select a test set from a legal domain corpus and create a gold standard for evaluating terminology translation in MT. We also propose an error typology taking the terminology translation errors into consideration. We evaluate the MT systems’ performance on terminology translation, and demonstrate our findings, unraveling strengths, weaknesses, and similarities of PB-SMT and NMT in the area of term translation.

2010

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Finding Appropriate Subset of Votes Per Classifier Using Multiobjective Optimization: Application to Named Entity Recognition
Asif Ekbal | Sriparna Saha | Md. Hasanuzzaman
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation

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Feature Subset Selection Using Genetic Algorithm for Named Entity Recognition
Md. Hasanuzzaman | Sriparna Saha | Asif Ekbal
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation

2009

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Voted Approach for Part of Speech Tagging in Bengali
Asif Ekbal | Md. Hasanuzzaman | Sivaji Bandyopadhyay
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, Volume 1