Research, Development & Publications
The main focus of my work at the University of Utah has been in coreference resolution. Specifically seeking out new knowledge-rich approaches (via the web or large corpora) and mining domain specific knowledge from large datasets.Current projects
Reconcile - An automatic coreference resolution testbed based work by Soon et al. and Ng & Cardie. Still being developed, but stable release available for free download, source included.
2011
Kim, Y., Riloff, E., and Gilbert, N., (2011) "The Taming of Reconcile as a Biomedical Coreference Resolver", ACL/HLT 2011 Workshop on Biomedical Natural Language Processing (BioNLP 2011), Shared Task Paper. [PDF] [bibtex]
2010
Stoyanov, V., Cardie, C., Gilbert, N. and Riloff, E. (2010) "Coreference Resolution with Reconcile", Proceedings of the Joint Conference of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010). [PDF] [bibtex]
Stoyanov, V., Cardie, C., Gilbert, N., Riloff, E., Buttler, D., and Hysom, D. (2010) "Reconcile: A Coreference Resolution Research Platform", Technical Report, http://hdl.handle.net/1813/14919
Goyal, A., Riloff, E., Daumé III, H. and Gilbert, N. (2010) "Toward Plot Units: Automatic Affect State Analysis", Workshop on Computational Approaches to Analysis and Generation of Emotion in Text (in conjunction with NAACL-HLT 2010) [PDF] [bibtex]
2009
Stoyanov, V., Gilbert, N., Cardie, C., and Riloff, E. (2009) "Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art", Proceedings of the Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP 2009). [PDF] [bibtex]
© 2012 Nathan Alan Gilbert