Mausam

2012

Open Domain Event Extraction from Twitter

A. Ritter,  Mausam, O. Etzioni, S. ClarkKDD, 2012.
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Discovering Hidden Structure in Factored MDPs

A. Kolobov,  Mausam, D.S. WeldArtificial Intelligence 189, 2012.

Entity Linking at Web Scale

T. Lin,  Mausam, O. EtzioniJoint 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. EtzioniJoint 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. WeldICAPS, 2012.

Dynamically Switching between Synergistic Workflows for Crowdsourcing

C.H. Lin,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence, 2012.
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No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities

T. Lin,  Mausam, O. EtzioniConference on Empirical Methods in Natural Language Processing, 2012.

Open Language Learning for Information Extraction

Mausam, M. Schmitz, R. Bart, S. Soderland, O. EtzioniConference 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,  Mausam4th Human Computation Workshop (HCOMP-12), 2012.

A Theory of Goal-Oriented MDPs with Dead Ends

A. Kolobov,  Mausam, D. WeldConference on Uncertainty in Artificial Intelligence (UAI), 2012.

Crowdsourcing Control: Moving Beyond Multiple Choice

C.H. Lin,  Mausam, D.S. WeldConference on Uncertainty in Artificial Intelligence, 2012.

LRTDP vs. UCT for Online Probabilistic Planning

A. Kolobov,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence, 2012.

2011

Artificial Intelligence for Artificial Artificial Intelligence

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2011.

Named Entity Recognition in Tweets: An Experimental Study

A. Ritter, S. Clark,  Mausam, O. EtzioniConference on Empirical Methods in Natural Language Processing, 2011.

Open Information Extraction: the Second Generation

O. Etzioni, A. Fader, J. Christensen, S. Soderland,  MausamInternational Joint Conference on Artificial Intelligence, 2011.

An Analysis of Open Information Extraction based on Semantic Role Labeling

J. Christensen,  Mausam, S. Soderland, O. EtzioniInternational Conference on Knowledge Capture, 2011.

Heuristic Search for Generalized Stochastic Shortest Path MDPs

A. Kolobov,  Mausam, D. Weld, H. GeffnerInternational Conference on Automated Planning and Scheduling, 2011.

Execution Control for Crowdsourcing

D. Weld,  Mausam, P. DaiUIST, 2011.

Topological Value-Iteration Algorithms

P. Dai,  Mausam, J. Goldsmith, D. WeldJAIR 42, 2011.

2010

A Latent Dirichlet Allocation method for Selectional Preferences

A. Ritter,  Mausam, O. EtzioniAnnual Meeting of the Association for Computational Linguistics, 2010.

Decision-Theoretic Control for Crowdsourced Workflows

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2010.

Panlingual Lexical Translation via Probabilistic Inference

Mausam, S. Soderland, O. EtzioniAAAI Conference on Artificial Intelligence, 2010.

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs

A. Kolobov,  Mausam, D. WeldAAAI 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. SchoenmackersAnnual 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. ChristensenAnnual 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. WeldInternational Conference on Automated Planning and Scheduling, 2010.

Commonsense from the Web: Relation Properties

T. Lin,  Mausam, O. EtzioniAAAI Fall Symposium Series, 2010.

Identifying Functional Relations in Web Text

T. Lin,  Mausam, O. EtzioniConference 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. SammerArtificial Intelligence, 2010.

2009

Focused Topological Value Iteration

P. Dai,  Mausam, D. WeldInternational 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. EtzioniAnnual 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. BilmesAnnual Meeting of the Association for Computational Linguistics, 2009.

Lemmatic Machine Translation

S. Soderland,  Mausam, O. Etzioni, C. Lim, J. Pool, B. QinMachine Translation Summit, 2009.

Domain-Independent, Automatic Partitioning for Probabilistic Planning

P. Dai,  Mausam, D. WeldInternational Joint Conference on Artificial Intelligence, 2009.

ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning

A. Kolobov,  Mausam, D. WeldInternational 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,  MausamJournal of Artificial Intelligence Research, 2009.

2008

Partitioned External Memory Value Iteration

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2008.

Planning with Durative Actions in Stochastic Domains

Mausam, D. WeldJournal of Artificial Intelligence Research 31, 2008.

2007

A Hybridized Planner for Stochastic Domains

Mausam, P. Bertoli, D. WeldInternational Joint Conference on Artificial Intelligence, 2007.

When is temporal planning really temporal?

W. Cushing, S. Kambhampati,  Mausam, D. WeldInternational Joint Conference on Artificial Intelligence, 2007.

Evaluating Temporal Planning Domains

W. Cushing, S. Kambhampati, K. Talamadupula, D. Weld,  MausamInternational Conference on Automated Planning and Scheduling, 2007.

2006

Challenges for Temporal Planning with Uncertain Durations

Mausam, D. WeldInternational Conference on Automated Planning and Scheduling, 2006.

Probabilistic Temporal Planning with Uncertain Durations

Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2006.

2005

Planning with Continuous Resources in Stochastic Domains

Mausam, E. Benazera, R. Brafman, N. Meuleau, E. HansenInternational Joint Conference on Artificial Intelligence, 2005.

Concurrent Probabilistic Temporal Planning

Mausam, D. WeldInternational Conference on Automated Planning and Scheduling, 2005.

2004

Adversarial Classification

N. Dalvi, P. Domingos,  Mausam, S. Sanghai, D. VermaKnowledge Discovery and Data Mining, 2004.

Solving Concurrent Markov Decision Processes

Mausam, D. WeldAAAI 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. WolfmanProc. of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data, 2003.