2018

Sprout: Crowd-Powered Task Design for Crowdsourcing

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

Active Learning with Unbalanced Classes & Example-Generation Queries

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

2016

Optimal Testing for Crowd Workers

J. Bragg,  Mausam, D.S. Weld15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), 2016.
 

Re-active Learning: Active Learning with Relabeling

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

2015

Artificial Intelligence and Collective Intelligence

D.S. Weld,  Mausam, C. Lin, J. BraggThe 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. WeldICML 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. WeldICML ’15 Workshop on Crowdsourcing and Machine Learning, 2015.
 

2014

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

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

Parallel Task Routing for Crowdsourcing

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

2013

Joint Crowdsourcing of Multiple Tasks

A. Kolobov,  Mausam, D.S. WeldConference on Human Computation & Crowdsourcing (HCOMP) Works in Progress TrackAAAI Press, 2013.
 

Crowdsourcing Multi-Label Classification for Taxonomy Creation

J. Bragg,  Mausam, D.S. WeldConference 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. WeldConference on Human Computation & Crowdsourcing (HCOMP) Works in Progress TrackAAAI Press, 2013.
 

POMDP-based control of workflows for crowdsourcing

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

2012

Discovering Hidden Structure in Factored MDPs

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

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.
 

No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities

T. Lin,  Mausam, O. EtzioniConference 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,  Mausam4th Human Computation Workshop (HCOMP-12), 2012.
 

Dynamically Switching between Synergistic Workflows for Crowdsourcing

C.H. Lin,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence, 2012.

Entity Linking at Web Scale

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

LRTDP vs. UCT for Online Probabilistic Planning

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

2011

Execution Control for Crowdsourcing

D. Weld,  Mausam, P. DaiUIST, 2011.
 

Topological Value-Iteration Algorithms

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

Heuristic Search for Generalized Stochastic Shortest Path MDPs

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

An Analysis of Open Information Extraction based on Semantic Role Labeling

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

Towards Scalable MDP Algorithms

A. Kolobov,  Mausam, D. WeldTwenty-Second International Joint Conference on Artificial IntelligenceAAAI Press, 2011.

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.
 

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs

A. Kolobov,  Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2010.
 

Decision-Theoretic Control for Crowdsourced Workflows

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

A Latent Dirichlet Allocation method for Selectional Preferences

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

Panlingual Lexical Translation via Probabilistic Inference

Mausam, S. Soderland, O. EtzioniAAAI 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.
 

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.
 

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.
 

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.
 

ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning

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

Domain-Independent, Automatic Partitioning for Probabilistic Planning

P. Dai,  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: 33 - 82.
 

2007

When is temporal planning really temporal?

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

A Hybridized Planner for Stochastic Domains

Mausam, P. Bertoli, 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

Probabilistic Temporal Planning with Uncertain Durations

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

Challenges for Temporal Planning with Uncertain Durations

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

Solving Concurrent Markov Decision Processes

Mausam, D. WeldAAAI Conference on Artificial Intelligence, 2004.
 

Adversarial Classification

N. Dalvi, P. Domingos,  Mausam, S. Sanghai, D. VermaKnowledge 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. WolfmanProc. of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data, 2003.