Publications: 2011
- Constraint Propagation for Efficient Inference in Markov Logic
[Details] [PDF] [Slides (PDF)]
Tivadar Papai, Parag Singla and Henry Kautz
In Proceedings of 17th International Conference on Principles and Practice of Constraint Programming (CP 2011), Lecture Notes in Computer Science (LNCS), 691-705, September 2011.
- Online Structure Learning for Markov Logic Networks
[Details] [PDF] [Slides (PPT)]
Tuyen N. Huynh and Raymond J. Mooney
In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011), 81-96, September 2011.
- Abductive Plan Recognition by Extending Bayesian Logic Programs
[Details] [PDF] [Slides (PPT)]
Sindhu Raghavan, Raymond J. Mooney
In Proceedings of the European Conference on Machine Learning/Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011), 629-644, September 2011.
- Building a Persistent Workforce on Mechanical Turk for Multilingual Data Collection
[Details] [PDF] [Slides (PPT)]
David L. Chen and William B. Dolan
In Proceedings of The 3rd Human Computation Workshop (HCOMP 2011), August 2011.
- Learning to Interpret Natural Language Navigation Instructions from Observations
[Details] [PDF] [Slides (PPT)]
David L. Chen and Raymond J. Mooney
In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-2011), 859-865, August 2011.
- Abductive Markov Logic for Plan Recognition
[Details] [PDF] [Slides (PPT)]
Parag Singla and Raymond J. Mooney
In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-2011), 1069-1075, August 2011.
- Cross-Cutting Models of Lexical Semantics
[Details] [PDF] [Slides (PDF)]
Joseph Reisinger and Raymond Mooney
In Proceedings of The Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), 1405-1415, July 2011.
- Panning for Gold: Finding Relevant Semantic Content for Grounded Language Learning
[Details] [PDF] [Slides (PDF)]
David L. Chen and Raymond J. Mooney
In Proceedings of Symposium on Machine Learning in Speech and Language Processing (MLSLP 2011), June 2011.
- Fine-Grained Class Label Markup of Search Queries
[Details] [PDF]
Joseph Reisinger and Marius Pasca
In Proceedings of The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011), 1200-1209, June 2011.
- Collecting Highly Parallel Data for Paraphrase Evaluation
[Details] [PDF] [Slides (PPT)]
David L. Chen and William B. Dolan
In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, 190-200, Portland, Oregon, USA, June 2011.
- Extending Bayesian Logic Programs for Plan Recognition and Machine Reading
[Details] [PDF] [Slides (PPT)]
Sindhu V. Raghavan
Technical Report, PhD proposal, Department of Computer Science, The University of Texas at Austin, May 2011.
- Improving the Accuracy and Scalability of Discriminative Learning Methods for Markov Logic Networks
[Details] [PDF] [Slides (PPT)]
Tuyen N. Huynh
PhD Thesis, Department of Computer Science, University of Texas at Austin, May 2011.
159 pages.
- Online Max-Margin Weight Learning for Markov Logic Networks
[Details] [PDF] [Slides (PPT)]
Tuyen N. Huynh and Raymond J. Mooney
In Proceedings of the Eleventh SIAM International Conference on Data Mining (SDM11), 642--651, Mesa, Arizona, USA, April 2011.
- Implementing Weighted Abduction in Markov Logic
[Details] [PDF]
James Blythe, Jerry R. Hobbs, Pedro Domingos, Rohit J. Kate, Raymond J. Mooney
In Proceedings of the International Conference on Computational Semantics, 55--64, Oxford, England, January 2011.
- Integrating Logical Representations with Probabilistic Information using Markov Logic
[Details] [PDF] [Slides (PDF)]
Dan Garrette, Katrin Erk, Raymond Mooney
In Proceedings of the International Conference on Computational Semantics, 105--114, Oxford, England, January 2011.
