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David Chen
Ph.D. Alumni
I worked with Prof. Ray Mooney on integrating perceptual information with language learning and graduated with my PhD in May, 2012. I currently work at Google on the Knowledge Graph in Search.
Email:
cooldc [at] hotmail com
Homepage:
http://www.davidlchen.com
Publications
Fast Online Lexicon Learning for Grounded Language Acquisition
2012
David L. Chen,
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012)
(2012), pp. 430--439.
Learning Language from Ambiguous Perceptual Context
2012
David L. Chen, PhD Thesis, Department of Computer Science, University of Texas at Austin. 196.
Building a Persistent Workforce on Mechanical Turk for Multilingual Data Collection
2011
David L. Chen and William B. Dolan, In
Proceedings of The 3rd Human Computation Workshop (HCOMP 2011)
, August 2011.
Collecting Highly Parallel Data for Paraphrase Evaluation
2011
David L. Chen and William B. Dolan, In
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics
, pp. 190-200, Portland, Oregon, USA, June 2011.
Learning to Interpret Natural Language Navigation Instructions from Observations
2011
David L. Chen and Raymond J. Mooney,
Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-2011)
(2011), pp. 859-865.
Panning for Gold: Finding Relevant Semantic Content for Grounded Language Learning
2011
David L. Chen and Raymond J. Mooney, In
Proceedings of Symposium on Machine Learning in Speech and Language Processing (MLSLP 2011)
, June 2011.
Training a Multilingual Sportscaster: Using Perceptual Context to Learn Language
2010
David L. Chen, Joohyun Kim, Raymond J. Mooney,
Journal of Artificial Intelligence Research
, Vol. 37 (2010), pp. 397--435.
Learning Language from Perceptual Context
2009
David L. Chen, unpublished. Ph.D. proposal, Department of Computer Sciences, University of Texas at Austin.
Learning to Sportscast: A Test of Grounded Language Acquisition
2008
David L. Chen and Raymond J. Mooney, In
Proceedings of the 25th International Conference on Machine Learning (ICML)
, Helsinki, Finland, July 2008.
Demos
Learning to Interpret Natural Language Navigation Instructions from Observations
David L. Chen
2012
Learning to Sportscast
Labs
Formerly affiliated with
Machine Learning