Raj Nath Patel

Research Interests: I am interested in neural/statistical machine translation/transliteration, Neural/statistical language modeling, quality evaluation and estimation, part-of-speech tagging, and parsing. Current projects include ”Personalized Neural Machine Translation”, ”Translation Quality Estimation using Deep Learning”, and ”Recurrent Neural Network based Part-of-Speech tagging”.

Specialties/Areas of Interest: Natural Language Processing & Deep Learning

Skills: Analytical researcher with more than eight years of experience in Natural Language Processing. Good grasp in Neural Networks (Transformer, Convolution, and Recurrent Neural Network), Statistical/Probabilistic modeling and machine learning algorithms. Experience in developing/working with open source projects.

Research Contributions

Education

Master of Science in Computer Science, University of Allahabad, India, 2009-2011
MARKS:74%

Bachelor of Science in Computer Science, University of Allahabad, India, 2006-2009
MARKS:67%

Accomplishment & Awards

Best System out of 5 participating systems, using language specific preprocessing, in the workshop on ”Machine Translation in Indian Languages (MTIL) 2017”.

Best Systemout of 10 participating systems, using Deep Learning Models which includes Long Short-Term Memory (LSTM) and Gated Recurrent Unit(GRU), in the ”Shared Task on Translation Quality Estimation (phrase level)”, WMT16, Association for Computational Linguistics (ACL) 2016.

Best Systemout of 3 participating systems, using post-editing, syntactic reordering, and morphological word segmentation, in the ”NLP Tools Contest on Statistical Machine Translation in Indian Languages”, International Conference on Natural LanguageProcessing (ICON), 2015.

2nd Best Systemout of 5 participating systems, using syntactic reordering, and mor-phological word segmentation, in the”NLP Tools Contest on Statistical Machine Trans-lation in Indian Languages”, International Conference on Natural Language Processing(ICON), 2014.

2nd Best Systemout of 4 participating systems, using factored SMT, in the ”Workshopon Reordering for Statistical Machine Translation”, COLING-2012.

Contact me

patelrajnath@gmail.com