Cognitive Document Processing & Text Analytics

COGNITIVE DOCUMENT PROCESSING (CDP) BENEFITS

  • Processing of various document types like docx, normal pdf, scanned pdf and handwritten documents
  • Use of ML, DL and NLP platform
    • Object Detection Framework
    • NLP Framework
    • Table Processing Framework
    • Information Management Framework
  • Document Language Detection

 

Document Types Supported

Few case-studies

 

TEXT ANALYTICS & NLP

Text analytics is powered by natural language processing, machine learning models and next-generation APIs to create better experiences for customers of the businesses. We have deep expertise to Unbox Text data from Natural Language.

We have done work using following Text Analytics and NLP Capabilities:

  • Tokenization
  • Stemming and Lemmatization
  • Count Vectorizer
  • TF-IDF Vectorizer (word, n-gram and character level)
  • Named Entity Recognition (NER)
  • Part of Speech Tagging
  • Phrase Extraction
  • Parsing
  • Latent Dirichlet Allocation (LDA) with Bag of words
  • Sentiment Analysis

Few use-cases

 

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