Projects
Current projects:
Narrative based hypothesis generation using event coherence and probabilistic inference (DARPA AIDA)
Learning narrative schemas from text (DARPA KAIROS)
Advice summarization in online forums
Neural simulation of action verbs
Completed projects:
DEEPsem: Deep natural language understanding with probabilistic logic and distributional similarity (NSF, 2015-2018)
Statistical Relational Learning and Script Induction for Textual Inference (DARPA DEFT, 2012-2017)
ISOGRAM: Word meaning beyond dictionary senses (NSF, 2009-2014)
Linguistically adequate empirical representation of word meaning (Humboldt TransCoop program, 2011-2013)
TeXIT: (Texas) X-lingual Interpretation of Texts. (New York Community Trust, 2008-2012)
EARL: Efficient Annotation of Resources by Learning (NSF, 2007-2009)
Shalmaneser: Semantics experimentation GUI (University of Texas Liberal Arts IT Services, 2007-2009)