Using a measure of 'extraction complexity' of an entity as a novel prior for improving entity recognition in user-generated content on Social Media. Coming Soon
Studying self-expression in online dating profiles - what words men and women use to describe themselves Read More
Ranking popular music artists and tracks through the analysis of user-generated comments on online music communities. Read More
Applications of Voting Theory to combine user preferences for music artists and tracks across multi-modal online sources. Read More
Using context in user-generated content and the MusicBrainz RDF (domain knowledge) to enhance entity spotting precision in informal text. Read More
More information on the project: BBC Sound IndexAltering document term vectors for classification by using Ontologies as expectations of co-occurrence Read More
I also mentored an intern (Kamal Baid, IIT, Guwahati) visiting the Kno.e.sis Center in Summer 2008. We worked on identifying topically relevant keywords from often noisy and off-topic user-generated content on social media, toward the end goal of targeted online advertising. Read More