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Machine Learning India

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KBCS CDAC

Natural Language Processing(NLP) Team at CDAC Mumbai works on various problems in the area like, Machine Translation, Transliteration, Document Classification, Information Retrieval, Information Extraction, Opinion Mining, etc. It has developed many software solutions to handle language related issues in e-governance, m-governance, e-learning, Open Source, Tourism and Health Care domains. Our work has resulted into software solutions and publications at national and international level. It is one of the very few early groups in India which started working on NLP. Machine Translation System- MaTra and Cross Lingual Information Access(CLIA) System- Setu by this group are some of the very early systems in India in respective domains. Currently group is working on English-Indian Language Machine Translation (E-ILMT) Project Phase II and Knowledge Based Repository for FOSS in Education.

Subfields of AI Being Used

  • Applied Machine Learning
  • Big Data

Uses AI for

  • Tourism
  • Healthcare
  • e-Learning

Applies AI on

  • Text
  • Images

Team

M Sasikumar (Senior Director) Cdac Mumbai centre head from 2017 August. Head of educational technology and language technology groups. Interaction with all CDAC centres and DeitY re R&D activities, core projects, etc.

The KBCS-DAC team has 5 members.

###Publications

  • Raj Nath Patel, Sasikumar M, “Translation Quality Estimation using Recurrent Neural Network”, In the Proceedings of the First Conference on Machine Translation, Volume 2, pages 819–824, Berlin, Germany, August 11-12, 2016. Association for Computational Linguistics
  • Raj Nath Patel, Prakash Pimpale, “Statistical Machine Translation for Indian Languages:Mission Hindi 2”, NLP Tools Contest: Statistical Machine Translation in Indian Languages, The 12th International Conference on Natural Language Processing (ICON 2015).
  • Prakash Pimpale, Raj Nath Patel, “Experiments with POS Tagging Code-mixed Indian Social Media Text”, NLP Tools Contest:Pos Tagging For Code-mixed Indian Social Media Text, The 12th International Conference on Natural Language Processing (ICON 2015).
  • Raj Nath Patel, Prakash B Pimpale, Sasikumar M, “Statistical Machine Translation for Indian Languages: Mission Hindi”, NLP Tools Contest: Statistical Machine Translation in Indian Languages, The 11th International Conference on Natural Language Processing (ICON 2014), Goa University, Goa, India, December 18-21, 2014.
  • Prakash B Pimpale, Raj Nath Patel, Sasikumar M, “ SMT from Agglutinative Languages: Use of Suffix Separation and Word Splitting”, The 11th International Conference on Natural Language Processing (ICON 2014) , Goa University, Goa, India, December 18-21, 2014.

Technology Stack

  • Natural Language Processing (NLP)
  • Machine Translation
  • Text Mining

Mumbai

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