Artificial Intelligence Research
Research Papers Blog Articles


  • A chat bot that takes orders for products over chat or voice channels.
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  • Question answering system to replace FAQs and help customers in online stores.
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  • Platform for text analytics that supports extraction, exploration and generation.
  • The Perplexed Bayes classifier has the same accuracy as a Naive Bayes Classifier but calibrated posterior probabilities.
  • Algorithm for deep learning (and learning arbitrary functions) that is not based on neural networks (awaiting publication).
  • Extension of Bing Liu's class sequential rules (CSRs) to N-gram units which is more powerful than unigram CSRs.

Open Source and Pedagogical

Hindi Arduino Kannada Arduino Tamil Arduino
  • A smart menu capable of recommending food items to diners at a restaurant.
  • On the fly language support for vendors across Japanese, Chinese and English.
  • Graph analysis of telecom networks to detect and prevent phone call fraud.
Research  Blog Articles 



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Artificial Intelligence

There's nothing artificial about it.


  1. Tutorial on Intention Analysis


  1. On lead generation for sales using intention analysis.
  2. On customer service using intention analysis.
  3. On 360 degree text analytics.


  1. Intention analysis in English
  2. Sentiment analysis in English, French, Spanish, Chinese, Indonesian and more.

Research Publications

  1. Paper on Natural Language Programming presented at IJCNLP 2011 and the Slides.

Social Media

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