Publications
2010
Trnka, Keith. Word Prediction Techniques for User Adaptation and Sparse Data Mitigation. University of Delaware PhD Thesis 2010. (paper)
Kamboj, S., K. Decker, K. Trnka, N. Pearre, C. Kern, and W Kempton. Exploring the formation of Electric Vehicle Coalitions for Vehicle-To-Grid Power Regulation. AAMAS workshop on Agent Technologies for Energy Systems 2010.
2009
Trnka, Keith, John McCaw, Debra Yarrington, Kathleen F. McCoy, and Christopher Pennington. User Interaction with Word Prediction: The Effects of Prediction Quality. ACM Transactions on Accessible Computing (TACCESS), 1(3), 2009, pp. 1-34. (paper, DOI)
2008
Trnka, Keith. Adapting Word Prediction to Subject Matter without Topic-labeled Data. ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) 2008, pp. 315-316. (paper, presentation, poster)
Trnka, Keith and Kathleen F. McCoy. Adaptive Word Prediction for AAC. International Society for Augmentative & Alternative Communication (ISAAC) 2008. (paper, poster)
Trnka, Keith. Adaptive Language Modeling for Word Prediction. ACL-08: HLT Student Research Workshop (Companion Volume) 2008, pp. 61-66. (paper, poster)
Trnka, Keith and Kathleen F. McCoy. Evaluating Word Prediction: Framing Keystroke Savings. ACL-08: HLT, Short Papers (Companion Volume) 2008, pp. 261-264. (paper, presentation)
Trnka, Keith. Word Prediction Techniques for User Adaptation and Sparse Data Mitigation. University of Delaware PhD Thesis Proposal 2008. (paper, presentation)
Trnka, Keith, John McCaw, Debra Yarrington, Kathleen F. McCoy, and Christopher Pennington. Word Prediction and Communication Rate in AAC. Telehealth and Assistive Technologies (Telehealth/AT) 2008, pp. 19-24. (paper, presentation)
2007
Trnka, Keith and Kathleen F. McCoy. Corpus Studies in Word Prediction. ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) 2007, pp. 195-202. (paper, presentation)
Trnka, Keith, Debra Yarrington, John McCaw, Kathleen F. McCoy, and Christopher Pennington. The Effects of Word Prediction on Communication Rate for AAC. NAACL-HLT; Companion Volume: Short Papers 2007, pp. 173-176. (paper, poster)
2006
Trnka, Keith, Debra Yarrington, Kathleen McCoy, and Christopher Pennington. Topic Modeling in Fringe Word Prediction for AAC. International Society for Augmentative & Alternative Communication (ISAAC) 2006. (paper, poster)
Trnka, Keith, Debra Yarrington, Kathleen McCoy, and Christopher Pennington. Topic Modeling in Fringe Word Prediction for AAC. International Conference on Intelligent User Interfaces (IUI) 2006, pp. 276-278. (paper, poster)
2005
Elzer, Stephanie, Sandra Carberry, Daniel Chester, Seniz Demir, Nancy Green, Ingrid Zukerman, and Keith Trnka. Exploring and exploiting the limited utility of captions in recognizing intention in information graphics. Annual Meeting of the Association for Computational Linguistics 2005, pp. 223-230.
Tech reports
Trnka, Keith, Debra Yarrington, Kathleen McCoy, and Christopher Pennington. The Keystroke Savings Limit in Word Prediction for AAC. Technical report at University of Delaware, August, 2005. (paper)
Trnka, Keith, Debra Yarrington, Kathleen McCoy, and Christopher Pennington. Topic Modeling in Fringe Word Prediction for AAC. Technical report at University of Delaware, November, 2005. (paper)
Trnka, Keith, Debra Yarrington, Kathleen McCoy, and Christopher Pennington. Topic Modeling in Word Prediction for AAC. Technical report at University of Delaware, August, 2005. (paper)