Projects



Natural Language Processing

  • Efficient Deep Learning Models for Underwater Exploration (Funding agency: TIDF, IITG, Collaborator: Dr. Ashish Anand)
  • Surface name errors in Wikipedia
  • Fine-grained information extraction from natural language text
  • Cyberbullying detection across multiple social media platforms
  • Stability of word embedding methods
  • Analyzing song lyrics
  • Addressing the Bottlenecks of Peer Review Systems (Consultancy: Digiscape Tech Solutions Limited, Collaborator: Dr. Ashish Anand)
  • Entity linking in biomedical texts (Consultancy: Eli Lilly, Collaborator: Dr. Ashish Anand)

Data Mining

  • Isolation forest based mining algorithms for large and dynamic datasets
  • Incremental algorithms for shared nearest neighbor based clustering
  • Faster K-means cluster estimation
  • Analysis of academic web search engines

Graph Algorithms

  • Near duplicate detection in graph datasets (Funding agency: DST SERB)

Other