European Court of Human Rights (ECHR)

Semantic Search

  • Enhanced existing keyword based content search engine on the HUDOC site to an AI & NLP based Semantic Search engine. 
  • Leveraging NLP algorithms, performed Topic Modeling on legal documents hosted on the Azure cloud. 
  • Associated provided concepts with NLP identified terms.
  • Performed Summarization, Custom Entity Extraction, Key Phrases Extraction, Title Generation on a per document basis.
  • Enabled User Feedback loop with rating mechanism and Add/Delete functionality of Concepts.

Technologies Used: Azure Cognitive Search, Azure Custom Skills, Open Source NLP Algorithms (NLTK), PythonResponsive HTML