2018

Sprout: Crowd-Powered Task Design for Crowdsourcing

J. Bragg,  Mausam, D.S. Weld, ACM Symposium on User Interface Software and Technology (UIST '18), 2018.
 

Active Learning with Unbalanced Classes & Example-Generation Queries

C. Lin,  Mausam, D.S. Weld, AAAI Conference on Human Computation, 2018.
 

2016

Optimal Testing for Crowd Workers

J. Bragg,  Mausam, D.S. Weld, 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), 2016.
 

Re-active Learning: Active Learning with Relabeling

C.H. Lin,  Mausam, D.S. Weld, AAAI Conference on Artificial Intelligence, 2016.
 

2015

Artificial Intelligence and Collective Intelligence

D.S. Weld,  Mausam, C. Lin, J. Bragg, The Collective Intelligence Handbook (Thomas Malone & Michael Bernstein, eds.), MIT Press, 2015.
 

Reactive Learning: Actively Trading Off Larger Noisier Training Sets Against Smaller Cleaner Ones

C.H. Lin,  Mausam, D.S. Weld, ICML Workshop on Crowdsourcing and Machine Learning and ICML Active Learning Workshop, 2015.
 

Learning on the Job: Optimal Instruction for Crowdsourcing

J. Bragg,  Mausam, D.S. Weld, ICML ’15 Workshop on Crowdsourcing and Machine Learning, 2015.
 

2014

To Re(label), or Not To Re(label)

C.H. Lin,  Mausam, D.S. Weld, AAAI Conference on Human Computation and Crowdsourcing, 2014.
 

Parallel Task Routing for Crowdsourcing

J. Bragg, A. Kolobov,  Mausam, D.S. Weld, AAAI Conference on Human Computation and Crowdsourcing, 2014.
 

2013

Joint Crowdsourcing of Multiple Tasks

A. Kolobov,  Mausam, D.S. Weld, Conference on Human Computation & Crowdsourcing (HCOMP) Works in Progress Track, AAAI Press, 2013.
 

Crowdsourcing Multi-Label Classification for Taxonomy Creation

J. Bragg,  Mausam, D.S. Weld, Conference on Human Computation & Crowdsourcing (HCOMP), AAAI Press, 2013.  Awarded Best Paper
 

Towards a Language for Non-Expert Specification of POMDPs for Crowdsourcing

C.H. Lin,  Mausam, D.S. Weld, Conference on Human Computation & Crowdsourcing (HCOMP) Works in Progress Track, AAAI Press, 2013.
 

POMDP-based control of workflows for crowdsourcing

P. Dai, C. Lin,  Mausam, D.S. Weld, Artificial Intelligence 202, 2013.
 

2012

Discovering Hidden Structure in Factored MDPs

A. Kolobov,  Mausam, D.S. Weld, Artificial Intelligence 189, 2012.
 

Open Domain Event Extraction from Twitter

A. Ritter,  Mausam, O. Etzioni, S. Clark, KDD, 2012.
http://www.cs.washington.edu/homes/aritter/rt080-ritter.pdf PDF

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.
 

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.
 

No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities

T. Lin,  Mausam, O. Etzioni, Conference on Empirical Methods in Natural Language Processing, 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.
 

Dynamically Switching between Synergistic Workflows for Crowdsourcing

C.H. Lin,  Mausam, D.S. Weld, AAAI Conference on Artificial Intelligence, 2012.
http://www.cs.washington.edu/ai/pubs/linmausamweld-aaai12.pdf PDF

Entity Linking at Web Scale

T. Lin,  Mausam, O. Etzioni, Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012.
 

Reverse Iterative Deepening for Finite-Horizon MDPs with Large Branching Factors

A. Kolobov, P. Dai,  Mausam, D.S. Weld, ICAPS, 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.
 

LRTDP vs. UCT for Online Probabilistic Planning

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

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.
 

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.
 

Heuristic Search for Generalized Stochastic Shortest Path MDPs

A. Kolobov,  Mausam, D. Weld, H. Geffner, International Conference on Automated Planning and Scheduling, 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.
 

Towards Scalable MDP Algorithms

A. Kolobov,  Mausam, D. Weld, Twenty-Second International Joint Conference on Artificial Intelligence, AAAI Press, 2011.
https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/view/2911/3611 PDF

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.
 

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs

A. Kolobov,  Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 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.
 

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.
 

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.
 

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.
 

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.
 

ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning

A. Kolobov,  Mausam, D. Weld, International Joint Conference on Artificial Intelligence, 2009.
 

Domain-Independent, Automatic Partitioning for Probabilistic Planning

P. Dai,  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: 33 - 82.
 

2007

When is temporal planning really temporal?

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

A Hybridized Planner for Stochastic Domains

Mausam, P. Bertoli, 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

Probabilistic Temporal Planning with Uncertain Durations

Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2006.
 

Challenges for Temporal Planning with Uncertain Durations

Mausam, D. Weld, International Conference on Automated Planning and Scheduling, 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

Solving Concurrent Markov Decision Processes

Mausam, D. Weld, AAAI Conference on Artificial Intelligence, 2004.
 

Adversarial Classification

N. Dalvi, P. Domingos,  Mausam, S. Sanghai, D. Verma, Knowledge Discovery and Data Mining, 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.