Don't worry about people stealing an idea. If it's
original, you will have to ram it down their throats.
-- Howard Aiken
Books and Book Chapters
"Neuro-Symbolic Architectures for Combinatorial Problems in Structured Output Spaces".
Yatin Nandwani, Mausam, Parag Singla.
A book chapter in The Compendium of Neuro-Symbolic Artificial Intelligence. iOS Press. August 2023.
[iOS Press]
"Artificial Intelligence and Collective Intelligence".
Daniel S. Weld, Mausam, Christopher H. Lin, Jonathan Bragg.
A book chapter in The Collective Intelligence Handbook. MIT
Press. October 2015.
[MIT Press]
"Planning with Markov Decision Processes: An AI Perspective".
Mausam, Andrey Kolobov.
Synthesis Lectures on Artificial Intelligence and Machine Learning.
Morgan and Claypool Publishers. June 2012.
[Morgan & Claypool]
[Amazon]
[Citations]
"MDPs for Probabilistic Planning".
Andrey Kolobov, Mausam.
AAAI Conference on Artificial Intelligence (AAAI). Toronto, ON,
Canada. July 2012.
"Probabilistic Planning".
Andrey Kolobov, Mausam.
Planning and Scheduling School. Sao Paulo, Brazil. June 2012.
"Probabilistic Temporal Planning".
Mausam, David E. Smith, Sylvie Thiebaux.
International Conference on Automated Planning and Scheduling
(ICAPS). Providence, RI, USA. September 2007.
Refereed Journal Articles
"Matching Papers and Reviewers at Large Conferences".
Kevin Leyton-Brown, Mausam, Yatin Nandwani, Hedayat Zarkoob, Chris Cameron, Neil Newman, Dinesh Raghu.
Artificial Intelligence (AIJ). Volume 331 (2024) Article 104119.
"Welcome back!".
Hemangee Kalpesh Kapoor, Mausam, Venkatesh Raman.
Introduction to India Region Special Section.
Communications of the ACM (CACM). Volume 65 Issue 11 (2022) 40-42.
"Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence".
Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huascar Espinoza,
Eitan Farchi, Christopher Geib, Odd Erik Gundersen, Sean O hEigeartaig, Jose Hernandez-Orallo,
Chiori Hori, Xiaowei Huang, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim,
Marc Lanctot, Danny Lange, David Martinez, Marwan Mattar, Mausam, Julian McAuley,
Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Perolat,
Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William Streilein,
Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni.
AI Magazine Volume 40 Issue 3 (2019) 67-78.
"The Landscape of AI".
Mausam.
Geography & You (GnY). Volume 19 Issue 22 (2019)
4-9.
"Modeling Missing Data in Distant Supervision
for Information Extraction".
Alan Ritter, Luke Zettlemoyer, Mausam, Oren Etzioni.
Transactions of the Association for Computational Linguistics
(TACL). Volume 1(October) (2013) 367-378. Presented at Empirical Methods
in Natural Language Processing (EMNLP). Seattle, WA, USA. October 2013.
[Citations]
"Multimodal Persona Based Generation of Comic Dialogs
".
Harsh Agrawal, Aditya M. Mishra, Manish Gupta, Mausam.
Annual Conference of the Association for Computational Linguistics (ACL).
Toronto, Canada. July 2023.
[Acceptance Rate (Long): 24%][Video]
"mOKB6: A Multilingual Open Knowledge Base Completion Benchmark".
Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam.
Annual Conference of the Association for Computational Linguistics (ACL).
Toronto, Canada. July 2023.
[Acceptance Rate (Short): 17%]
"Joint Completion and Alignment of Multilingual Knowledge Graphs".
Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam.
Empirical Methods in Natural Language Processing
(EMNLP). Abu Dhabi, United Arab Emirates. December 2022.
[Acceptance Rate: 20%]
"CaRB: A Crowdsourced Benchmark for Open IE".
Sangnie Bhardwaj, Samarth Aggarwal, Mausam.
Empirical Methods in Natural Language Processing and International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).
Hongkong, China. November 2019.
[Acceptance Rate: 24%]
"Size-Independent Neural Transfer for RDDL Planning".
Sankalp Garg, Aniket Bajpai, Mausam.
International Conference on Automated Planning and Scheduling (ICAPS).
Berkeley, CA, USA. July 2019.
[Acceptance Rate: 39%]
"Disentangling Language and Knowledge in Task Oriented Dialogs".
Dinesh Raghu, Nikhil Gupta, Mausam.
Annual Conference of the North American Chapter of the Association
for Computational Linguistics: Human Language Technologies
(NAACL-HLT). Minneapolis, MN, USA. June 2019.
[Acceptance Rate: 23%]
"Transfer of Deep Reactive Policies for MDP Planning".
Aniket Bajpai, Sankalp Garg, Mausam.
Conference on Neural Information Processing Systems (NeurIPS).
Montreal, Canada. December 2018.
[Acceptance Rate: 21%]
"Sprout: Crowd-Powered Task Design for Crowdsourcing".
Jonathan Bragg, Mausam, Daniel S. Weld.
ACM User Interface Software and Technology Symposium (UIST).
Berlin, Germany. October 2018.
[Acceptance Rate: 21%]
"Coarse-to-Fine Lifted MAP Inference in Computer Vision".
Haroun Habeeb, Ankit Anand, Mausam, Parag Singla.
International Joint Conference on Artificial Intelligence
(IJCAI). Melbourne, Australia. August 2017.
[Acceptance Rate: 26%]
"Bootstrapping for Numerical Open IE".
Swarnadeep Saha, Harinder Pal, Mausam.
Annual Meeting of the Association for Computational Linguistics (ACL).
Vancouver, Canada. August 2017.
[Acceptance Rate (Short): 18%]
"Entity-balanced Gaussian pLSA for
Automated Comparison".
Danish Contractor, Mausam, Parag Singla.
Annual Conference of the North American Chapter of the Association
for Computational Linguistics: Human Language Technologies
(NAACL-HLT). San Diego, CA, USA. June 2016.
[Acceptance Rate: 25%][Video]
"Knowledge-Guided Linguistic Rewrites
for Inference Rule Verification".
Prachi Jain, Mausam.
Annual Conference of the North American Chapter of the Association
for Computational Linguistics: Human Language Technologies
(NAACL-HLT). San Diego, CA, USA. June 2016.
[Acceptance Rate (Short): 29%]
"OGA-UCT: On the Go Abstractions
in UCT".
Ankit Anand, Ritesh Noothigattu, Mausam, Parag Singla.
International Conference on Automated Planning and Scheduling
(ICAPS). London, United Kingdom. June 2016.
[Acceptance Rate: 35%]
[Citations]
"Optimal Testing for Crowd Workers".
Jonathan Bragg, Mausam, Daniel S. Weld.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
Singapore. May 2016.
[Acceptance Rate: 25%]
[Citations]
"Open IE as an Intermediate Structure
for Semantic Tasks".
Gabriel Stanovsky, Ido Dagan, Mausam.
Joint Conference of the Annual Meeting of the Association for Computational
Linguistics and International Joint Conference on Natural Language
Processing of the Asian Federation of Natural Language Processing
(ACL-IJCNLP). Beijing, China. July 2015.
[Acceptance Rate: 22%]
[Citations]
"ASAP-UCT: Abstraction of State-Action Pairs
in UCT".
Ankit Anand, Aditya Grover, Mausam, Parag Singla.
International Joint Conference on Artificial Intelligence
(IJCAI). Buenos Aires, Argentina. July 2015.
[Acceptance Rate: 29%]
[Citations]
"To Re(label), or Not To Re(label)".
Christopher H. Lin, Mausam, Daniel S. Weld.
Conference on Human Computation and Crowdsourcing (HCOMP).
Pittsburgh, PA, USA. November 2014.
[Acceptance Rate: 32%]
[Citations]
"Parallel Task Routing for
Crowdsourcing".
Jonathan Bragg, Andrey Kolobov, Mausam, Daniel S. Weld.
Conference on Human Computation and Crowdsourcing (HCOMP).
Pittsburgh, PA, USA. November 2014.
[Acceptance Rate: 32%]
[Citations]
"Generating Coherent Event Schemas at
Scale".
Niranjan Balasubramanian, Stephen Soderland, Mausam, Oren Etzioni.
Empirical Methods in Natural Language Processing (EMNLP).
Seattle, WA, USA. October 2013.
[Acceptance Rate: 27%][Acceptance Rate (Oral): 11%]
[Citations]
"Towards Coherent Multi-Document
Summarization".
Janara Christensen, Mausam, Stephen Soderland, Oren Etzioni.
Conference of the
North American Chapter of the Association for Computational
Linguistics: Human Language Technologies (NAACL-HLT).
Atlanta, GA, USA. June 2013.
[Acceptance Rate: 30%][Acceptance Rate (Oral): 21%]
[Video]
[Citations]
"A Theory of Goal-Oriented MDPs with Dead
Ends".
Andrey Kolobov, Mausam, Daniel S. Weld.
Conference on Uncertainty in Artificial Intelligence (UAI).
Catalina Island, CA, USA. August 2012.
[Acceptance Rate: 31%]
[Citations]
"Open Domain Event Extraction from
Twitter".
Alan Ritter, Mausam, Oren Etzioni, Sam Clark.
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD).
Beijing, China. August 2012.
[Acceptance Rate: 18%]
[Citations]
"Open Language Learning for Information
Extraction".
Mausam, Michael Schmitz, Robert Bart, Stephen Soderland, Oren Etzioni.
Conference on Empirical Methods in Natural Language Processing and
Computational Natural Language Learning (EMNLP-CONLL).
Jeju, Korea. July 2012.
ACL'2022 ten-year test of time award..
[Acceptance Rate: 22%]
[Citations]
"LRTDP vs. UCT for Online Probabilistic
Planning".
Andrey Kolobov, Mausam, Daniel S. Weld.
AAAI Conference on Artificial Intelligence (AAAI).
Toronto, ON, Canada. July 2012. Accepted for both poster and oral presentation.
[Acceptance Rate: 26%][Acceptance Rate (Oral): 12%]
[Citations]
"Artificial Intelligence for Artificial
Artificial Intelligence".
Peng Dai, Mausam, Daniel S. Weld.
AAAI Conference on Artificial Intelligence (AAAI).
San Francisco, CA, USA. August 2011. Accepted for both poster and oral presentation.
[Acceptance Rate (Oral): 25%][Acceptance Rate (Oral+Poster): 4.4%]
[Citations]
"Named Entity Recognition in Tweets: An
Experimental Study".
Alan Ritter, Sam Clark, Mausam, Oren Etzioni.
Conference on Empirical Methods in Natural Language Processing (EMNLP).
Edinburgh, UK. July 2011.
[Acceptance Rate: 23%]
[Acceptance Rate (Oral): 15%]
[Citations]
"Open Information Extraction: the Second
Generation".
Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, Mausam.
International Joint Conference on Artificial Intelligence (IJCAI). Invited paper.
Barcelona, Spain. July 2011.
[Citations]
"Identifying Functional Relations in Web
Text".
Thomas Lin, Mausam, Oren Etzioni.
Conference on Empirical Methods in Natural Language Processing (EMNLP).
Boston, MA, USA. October 2010.
[Acceptance Rate (Oral): 14%]
[Citations]
"SixthSense: Fast and Reliable Recognition
of Dead Ends in MDPs".
Andrey Kolobov, Mausam, Daniel S. Weld.
AAAI Conference on Artificial Intelligence (AAAI). Accepted
for both oral and poster presentation.
Atlanta, GA, USA. July 2010.
[Acceptance Rate (Oral): 27%][Acceptance Rate (Oral+Poster): 4%]
[Citations]
"Focused Topological Value Iteration".
Peng Dai, Mausam, Daniel S. Weld.
International Conference on Automated Planning and Scheduling
(ICAPS). Thessaloniki, Greece. September 2009.
[Acceptance Rate: 34%]
[Citations]
"Lemmatic Machine Translation".
Stephen Soderland, Christopher Lim, Mausam, Bo Qin, Oren Etzioni,
Jonathan Pool.
Machine Translation Summit XII.
Ottawa, Canada. August 2009.
[Citations]
"Compiling a Massive, Multilingual Dictionary
via Probabilistic Inference".
Mausam, Stephen Soderland, Oren Etzioni, Daniel S. Weld, Michael
Skinner, Jeff Bilmes.
Joint Conference of the Annual Meeting of the Association for Computational
Linguistics and International Joint Conference on Natural Language Processing
(ACL-IJCNLP). Suntec, Singapore. August 2009.
[Acceptance Rate: 21%]
[Citations]
"A Rose is a Roos is a Ruusu: Querying
Translations for Web Image Search".
Janara Christensen, Mausam, Oren Etzioni.
Joint Conference of the Annual Meeting of the Association for Computational
Linguistics and International Joint Conference on Natural Language Processing
(ACL-IJCNLP). Suntec, Singapore. August 2009.
[Acceptance Rate: 25%]
[Citations]
"Evaluating Temporal Planning Domains".
William Cushing, Subbarao Kambhampati, Kartik
Talamadupula, Daniel S. Weld, Mausam.
International Conference on Automated Planning and Scheduling
(ICAPS). Providence, RI, USA. September 2007.
[Acceptance Rate: 32%]
[Citations]
"A Hybridized Planner for Stochastic Domains".
Mausam, Piergiorgio Bertoli, Daniel S. Weld.
International Joint Conference on Artificial Intelligence
(IJCAI). Hyderabad, A.P., India. January 2007.
[Acceptance Rate (Oral): 16%]
[Slides]
[Citations]
"When is Temporal Planning Really
Temporal?".
William Cushing, Subbarao Kambhampati, Mausam, Daniel S. Weld.
International Joint Conference on Artificial Intelligence
(IJCAI). Hyderabad, A.P., India. January 2007.
[Acceptance Rate (Oral): 16%]
[Citations]
"Challenges for Temporal Planning with
Uncertain Durations".
Mausam, Daniel S. Weld.
International Conference on Automated Planning and Scheduling
(ICAPS). The English Lake District, UK. June 2006.
[Acceptance Rate (Poster): 69%]
"Planning with Continuous Resources in
Stochastic Domains".
Mausam, Emmanuel Benazera, Ronen Brafman, Nicolas Meuleau, Eric Hansen.
International Joint Conference on Artificial Intelligence
(IJCAI). Edinburgh, Scotland. August 2005.
[Acceptance Rate: 18%]
[Citations]
"Adversarial Classification".
Nilesh Dalvi, Pedro Domingos, Mausam, Sumit Sanghai, Deepak Verma.
International Conference on Knowledge Discovery and Data Mining
(SIGKDD). Seattle, WA, USA. August 2004.
[Acceptance Rate (Oral): 12%]
[Citations]
"A Novel Abstraction Framework for Online
Planning".
Ankit Anand, Aditya Grover, Mausam, Parag Singla.
Extended Abstract at International Conference on Autonomous
Agents and
Multi-agent Systems (AAMAS). Istanbul, Turkey. May 2015.
"Joint Crowdsourcing of Multiple
Tasks".
Andrey Kolobov, Mausam, Daniel S. Weld.
Conference on Human Computation and Crowdsourcing (HCOMP), Work
in Progress Track.
Palm Springs, CA, USA. November 2013.
[Citations]
"Personalized Online Education -- A
Crowdsourcing Challenge".
Daniel S. Weld,
Eytan Adar, Lydia Chilton, Raphael Hoffmann, Eric Horvitz,
Mitchell Koch, James Landay, Christopher H. Lin, Mausam.
Human Computation Workshop (HCOMP) at AAAI. Toronto, ON, Canada.
July 2012.
[Citations]
"Entity Linking at Web Scale".
Thomas Lin, Mausam, Oren Etzioni.
The Knowledge Extraction Workshop (AKBC-WEKEX) at NAACL. Montreal,
Canada. June 2012.
[Citations]
"Execution Control for Crowdsourcing".
Daniel S. Weld, Mausam, Peng Dai.
Poster at ACM Symposium on User Interface Software and Technology
(UIST). Santa Barbara, CA, USA. October 2011.
[Acceptance Rate: 41%]
[Citations]
"AutoMix: Mixing Models with Few-shot Self and Meta Verification".
Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui.
Workshop on Robustness of Few-shot and Zero-shot Learning in Large Foundation Models (R0-FoMo)
at NeurIPS. New Orleans, LA. December 2023.
"Natural Language Processing Aided Understanding of Material Science Literature".
Mohd Zaki, Tanishq Gupta, N. M. Anoop Krishnan, Mausam.
Symposium on Ceramics and Glasses Modeling by Simulations and Machine Learning at MS&T22.
Pittsburgh, PA, USA. October 2022.
"Re-active Learning: Active Learning with Relabeling".
Christopher Lin, Mausam, Daniel S. Weld.
Conference on Human Computation and Crowdsourcing (HCOMP), Encore
Track. Austin, TX, USA. November 2016.
"To Re(Label) or Not to Re(Label)".
Christopher H. Lin, Mausam, Daniel S. Weld.
Workshop on
Crowdsourcing and Machine Learning at NIPS. Montreal,
Canada. December 2014.
"Crowdsourcing Multi-Label Classification".
Jonathan Bragg, Mausam, Daniel S. Weld.
Poster and Presentation at CrowdConf Research Track. San
Francisco, CA, USA. October 2013.
"Programming Self-Optimizing Workfows for Crowdsourcing - A Status
Report".
Christopher H. Lin, Mausam, Daniel S. Weld.
Poster at CrowdConf Research Track. San Francisco, CA,
USA. October 2013.
"Stochastic Shortest Paths MDPs with
Dead Ends".
Andrey Kolobov, Mausam, Daniel S. Weld.
Workshop on Heuristics and Search for Domain Independent Planning at
ICAPS. Sao Paolo, Brazil. June 2012.
"Optimizing Crowd-Sourced Work Patterns".
Daniel S. Weld, Mausam, Peng Dai.
Poster at CrowdConf. San Francisco, CA, USA. October 2011.
"Decision-Theoretic Control for Crowdsourcing".
Peng Dai, Mausam, Daniel S. Weld.
Poster at CrowdConf. San Francisco, CA, USA. October 2011.
"Machine Reading at the University of
Washington".
Hoifung Poon, Janara Christensen, Pedro Domingos, Oren
Etzioni, Raphael Hoffmann,
Chloe Kiddon, Thomas Lin, Xiao Ling, Mausam, Alan Ritter, Stefan
Schoenmackers, Stephen Soderland, Dan Weld, Fei Wu, Congle Zhang.
Workshop on Formalisms and Methodology for Learning by Reading
(FAM-LbR) at
NAACL. Los Angeles, CA, USA. June 2010.
[Citations]
"Evaluating Temporal Planning
Domains".
William Cushing, Subbarao Kambhampati, Kartik
Talamadupula, Daniel S. Weld, Mausam.
Workshop on International Planning Competition: Past, Present and
Future, at ICAPS. Providence, RI, USA. September 2007.
"Research on Statistical Relational
Learning at the University of Washington".
Pedro Domingos, Yeuhi Abe, Corin Anderson, AnHai Doan, Dieter
Fox, Alon Halevy, Geoff Hulten, Henry Kautz, Tessa Lau, Lin Liao,
Jayant Madhavan, Mausam, Don Patterson, Matthew Richardson, Sumit
Sanghai, Daniel Weld, Steve Wolfman.
Workshop on Learning Statistical Models from Relational Data, at
IJCAI. Acapulco, Mexico. August 2003.
[Citations]