Mausam
2012
Discovering Hidden Structure in Factored MDPs
A. Kolobov, Mausam, D.S. Weld, Artificial Intelligence 189, 2012.
Entity Linking at Web Scale
T. Lin, Mausam, O. Etzioni, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012.
Rel-grams: A Probabilistic Model of Relations in Text
N. Balasubramanian, S. Soderland, Mausam, O. Etzioni, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX) at NAACL, 2012.
Reverse Iterative Deepening for Finite-Horizon MDPs with Large Branching Factors
A. Kolobov, P. Dai, Mausam, D.S. Weld, ICAPS, 2012.
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities
T. Lin, Mausam, O. Etzioni, Conference on Empirical Methods in Natural Language Processing, 2012.
Open Language Learning for Information Extraction
Mausam, M. Schmitz, R. Bart, S. Soderland, O. Etzioni, Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CONLL), 2012.
Personalized Online Education — A Crowdsourcing Challenge
D.S. Weld, E. Adar, L. Chilton, R. Hoffmann, E. Horvitz, M. Koch, J. Landay, C. Lin, Mausam, 4th Human Computation Workshop (HCOMP-12), 2012.
A Theory of Goal-Oriented MDPs with Dead Ends
A. Kolobov, Mausam, D. Weld, Conference on Uncertainty in Artificial Intelligence (UAI), 2012.
Crowdsourcing Control: Moving Beyond Multiple Choice
C.H. Lin, Mausam, D.S. Weld, Conference on Uncertainty in Artificial Intelligence, 2012.
LRTDP vs. UCT for Online Probabilistic Planning
A. Kolobov, Mausam, D.S. Weld, AAAI Conference on Artificial Intelligence, 2012.
2011
Artificial Intelligence for Artificial Artificial Intelligence
P. Dai, Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2011.
Named Entity Recognition in Tweets: An Experimental Study
A. Ritter, S. Clark, Mausam, O. Etzioni, Conference on Empirical Methods in Natural Language Processing, 2011.
Open Information Extraction: the Second Generation
O. Etzioni, A. Fader, J. Christensen, S. Soderland, Mausam, International Joint Conference on Artificial Intelligence, 2011.
An Analysis of Open Information Extraction based on Semantic Role Labeling
J. Christensen, Mausam, S. Soderland, O. Etzioni, International Conference on Knowledge Capture, 2011.
Heuristic Search for Generalized Stochastic Shortest Path MDPs
A. Kolobov, Mausam, D. Weld, H. Geffner, International Conference on Automated Planning and Scheduling, 2011.
Execution Control for Crowdsourcing
D. Weld, Mausam, P. Dai, UIST, 2011.
Topological Value-Iteration Algorithms
P. Dai, Mausam, J. Goldsmith, D. Weld, JAIR 42, 2011.
2010
A Latent Dirichlet Allocation method for Selectional Preferences
A. Ritter, Mausam, O. Etzioni, Annual Meeting of the Association for Computational Linguistics, 2010.
Decision-Theoretic Control for Crowdsourced Workflows
P. Dai, Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2010.
Panlingual Lexical Translation via Probabilistic Inference
Mausam, S. Soderland, O. Etzioni, AAAI Conference on Artificial Intelligence, 2010.
SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs
A. Kolobov, Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2010.
Machine Reading at the University of Washington
H. Poon, J. Christensen, P. Domingos, O. Etzioni, R. Hoffmann, C. Kiddon, Mausam, A. Ritter, S. Soderland, D. Weld, F. Wu, T. Lin, X. Ling, S. Schoenmackers, Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2010.
Semantic Role Labeling for Open Information Extraction
Mausam, S. Soderland, O. Etzioni, J. Christensen, Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2010.
Classical Planning in MDP Heuristics: With a Little Help from Generalization
A. Kolobov, Mausam, D. Weld, International Conference on Automated Planning and Scheduling, 2010.
Commonsense from the Web: Relation Properties
T. Lin, Mausam, O. Etzioni, AAAI Fall Symposium Series, 2010.
Identifying Functional Relations in Web Text
T. Lin, Mausam, O. Etzioni, Conference on Empirical Methods in Natural Language Processing, 2010.
Panlingual Lexical Translation via Probabilistic Inference
Mausam, S. Soderland, O. Etzioni, D. Weld, J. Bilmes, K. Reiter, M. Skinner, M. Sammer, Artificial Intelligence, 2010.
2009
Focused Topological Value Iteration
P. Dai, Mausam, D. Weld, International Conference on Automated Planning and Scheduling, 2009.
A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search
J. Christensen, Mausam, O. Etzioni, Annual Meeting of the Association for Computational Linguistics, 2009.
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference
Mausam, S. Soderland, O. Etzioni, D. Weld, M. Skinner, J. Bilmes, Annual Meeting of the Association for Computational Linguistics, 2009.
Lemmatic Machine Translation
S. Soderland, Mausam, O. Etzioni, C. Lim, J. Pool, B. Qin, Machine Translation Summit, 2009.
Domain-Independent, Automatic Partitioning for Probabilistic Planning
P. Dai, Mausam, D. Weld, International Joint Conference on Artificial Intelligence, 2009.
ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning
A. Kolobov, Mausam, D. Weld, International Joint Conference on Artificial Intelligence, 2009.
A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains
N. Meuleau, E. Benazera, R. Brafman, E. Hansen, Mausam, Journal of Artificial Intelligence Research, 2009.
2008
Partitioned External Memory Value Iteration
P. Dai, Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2008.
Planning with Durative Actions in Stochastic Domains
Mausam, D. Weld, Journal of Artificial Intelligence Research 31, 2008.
2007
A Hybridized Planner for Stochastic Domains
Mausam, P. Bertoli, D. Weld, International Joint Conference on Artificial Intelligence, 2007.
When is temporal planning really temporal?
W. Cushing, S. Kambhampati, Mausam, D. Weld, International Joint Conference on Artificial Intelligence, 2007.
Evaluating Temporal Planning Domains
W. Cushing, S. Kambhampati, K. Talamadupula, D. Weld, Mausam, International Conference on Automated Planning and Scheduling, 2007.
2006
Challenges for Temporal Planning with Uncertain Durations
Mausam, D. Weld, International Conference on Automated Planning and Scheduling, 2006.
Probabilistic Temporal Planning with Uncertain Durations
Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2006.
2005
Planning with Continuous Resources in Stochastic Domains
Mausam, E. Benazera, R. Brafman, N. Meuleau, E. Hansen, International Joint Conference on Artificial Intelligence, 2005.
Concurrent Probabilistic Temporal Planning
Mausam, D. Weld, International Conference on Automated Planning and Scheduling, 2005.
2004
Adversarial Classification
N. Dalvi, P. Domingos, Mausam, S. Sanghai, D. Verma, Knowledge Discovery and Data Mining, 2004.
Solving Concurrent Markov Decision Processes
Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2004.
2003
Research on Statistical Relational Learning at the University of Washington
P. Domingos, Y. Abe, C. Anderson, A. Doan, D. Fox, A. Halevy, G. Hulten, H. Kautz, T. Lau, L. Liao, J. Madhavan, D. Mausam, M. Richardson, S. Sanghai, D. Weld, S. Wolfman, Proc. of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data, 2003.

Contact
Office: Allen Center
Email: mausam
cs.washington.edu
Phone: 206-685-1964 (o), 206-979-7038 (c)
