Selected Publications
- K. Duh and K. Kirchhoff, Learning to Rank with Partially-Labeled Data, ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2008)
- K. Duh and K. Kirchhoff, Beyond Log-linear Models: Boosted Minimum Error Rate Training for N-best Re-ranking, ACL 2008 (Short Paper)
- K. Duh, Ranking vs. Regression in Machine Translation Evaluation, Proc. of ACL 2008 Workshop on Statistical Machine Translation (Shared Evaluation Task), Columbus, Ohio, 2008.
- K. Duh and K. Kirchhoff, Lexicon Acquisition for Dialectal Arabic Using Transductive Learning, Proc. of EMNLP (Empirical Methods in Natural Language Processing), Sydney, Australia, 2006. [UW EE Tech Report]
- S. Corston-Oliver, A. Aue, K. Duh, E. Ringger, Multilingual Dependency Parsing using Bayes Point Machines, Proc. of NAACL-HLT 2006,New York.
- K. Kirchhoff, D. Vergyri, J. Bilmes, K. Duh, and A. Stolcke, Morphology-based Language Modeling for Arabic Speech Recognition, Computer Speech and Language 20(4), 2006, pp.589-608
- K. Duh and K. Kirchhoff, Structured Multi-label Transductive Learning: a Case Study in Lexicon Acquisition, NIPS 2005, Advances in Structured Learning for Text and Speech Processing Workshop, Whistler, Canada, Dec 2005.
- K. Duh and K. Kirchhoff, POS Tagging of Dialectal Arabic: A Minimally Supervised Approach, 43rd Annual Meeting of the Assoc. for Computational Linguistics (ACL2005), Workshop on Computational Approaches to Semitic Languages, Ann Arbor, Michigan, USA, June 2005.
- K. Duh, Jointly Labeling Multiple Sequences: A Factorial HMM Approach, 43rd Annual Meeting of the Assoc. for Computational Linguistics (ACL 2005), Student Research Workshop, Ann Arbor, Michigan, USA, June 2005.
- C. Bartels, K. Duh, J. Bilmes, K. Kirchhoff, S. King, Genetic Triangulation of Graphical Models for Speech and Language Processing, Proceedings of Eurospeech/Interspeech 2005, Lisboa, Portugal, September 2005.
- K. Duh and K. Kirchhoff, Automatic Learning of Language Model Structure, Proceedings of the 20th International Conference on Computational Linguistics (COLING-2004), Geneva, Switzerland, August 2004.
- K. Duh, Least Squares Estimation of GPS L1-L2 Satellite and Receiver Bias, MIT Lincoln Laboratory Project Report, Nov 2003.
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Activities
- Co-organizer, NAACL
2009 Workshop on Semi-supervised Learning for Natural Language
Processing (with Qin Wang and Dekang Lin)
- Instructor, EE511,
Statistical Learning. Co-taught in Spring 2008 with Prof. Mari Ostendorf
- Co-Chair, ACL/COLING 2006 Student Research Workshop (with Marine Carpuat)
- Program Committee / Reviewer,
- Information Retrieval Journal, Computer Speech and Language
Journal, IEEE Transactions on Audio, Speech, and Language
Processing, ACM Transactions on Asian Language Information
Processing, IEEE Potentials Magazine
- ACL (2009, 2008, 2006), NAACL (2009, 2007), PACLING 2007,
EMNLP (2008, 2007) [areas: machine learning, machine translation], MT Summit 2009
- Int'l Conf. on AI & Statistics (AISTATS) 2007, 2010
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