This section contains information about research related to Natural Language Processing. Keep scrolling to access past and present projects.

What is NLP?
  • Natural Language Processing (NLP) is an interdisciplinary field that uses computational methods:
    • to investigate the properties of human language and model the cognitive mechanisms underlying the understanding and production of language
    • to develop novel practical applications involving the intelligent processing of human language by computer

Research Interests
  • Natural Language Processing
  • Nanoinformatics & NanoNLP
  • Biomedical and Clinical NLP

Current Research Projects
identify implicit relations across scientific literature
extract entities and their relations from unstructured text
automatically determine the correcting meaning of ambiguous words
quantify the degree in which two terms are related
quantify the degree in which two terms are associated
determine the sentiment of text

Previous Research Projects
identify multi-word collocations in text
correct context sensitive spelling errors
align words and terms in parallel text
assign ICD9CM codes to radiology reports
multi-label classification of obesity and associated co-morbidities in discharge summaries