Text Machine Lab

The Text Machine Lab at UMass Lowell conducts research in machine learning applications for natural language processing, with a focus on deep learning methods. Our current projects span the following research areas:

  • computational lexical semantics, distributional analysis and machine learning techniques for representing lexical and sentence-level meaning.
  • text-based temporal reasoning, argument mining
  • clinical natural language processing, including information extraction, and predictive modeling using clinical patient records.
  • digital knowledge and sentiment tracking for digital humanities and social science.

Selected Projects