Mausam

According to our database, Mausam authored at least 160 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

RETINAQA : A Knowledge Base Question Answering Model Robust to both Answerable and Unanswerable Questions.

Prayushi Faldu, Indrajit Bhattacharya, Mausam

CoRR, 2024

PuzzleBench: Can LLMs Solve Challenging First-Order Combinatorial Reasoning Problems?

Chinmay Mittal, Krishna Kartik, Mausam, Parag Singla

CoRR, 2024

GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following.

Jigyasa Gupta, Shreya Sharma, Shreshth Tuli, Rohan Paul, Mausam

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Neuro-Symbolic Architectures for Combinatorial Problems in Structured Output Spaces.

Yatin Nandwani, Mausam, Parag Singla

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images.

Aayush Kumar Tyagi, Vaibhav Mishra, Prathosh A. P., Mausam

CoRR, 2023

Combining Transfer Learning with In-context Learning using Blackbox LLMs for Zero-shot Knowledge Base Question Answering.

Mayur Patidar, Avinash Kumar Singh, Riya Sawhney, Indrajit Bhattacharya, Mausam

CoRR, 2023

CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation.

Harshvardhan Srivastava, Kanav Pruthi, Soumen Chakrabarti, Mausam

CoRR, 2023

Ensembling Textual and Structure-Based Models for Knowledge Graph Completion.

Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam

CoRR, 2023

AutoMix: Automatically Mixing Language Models.

Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui

CoRR, 2023

Towards Fair and Calibrated Models.

Anand Brahmbhatt, Vipul Rathore, Mausam, Parag Singla

CoRR, 2023

Reconstructing Materials Tetrahedron: Challenges in Materials Information Extraction.

Kausik Hira, Mohd Zaki, Dhruvil Sheth, Mausam, N. M. Anoop Krishnan

CoRR, 2023

MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models.

Mohd Zaki, Jayadeva, Mausam, N. M. Anoop Krishnan

CoRR, 2023

Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs.

Pranjal Aggarwal, Aman Madaan, Yiming Yang, Mausam

CoRR, 2023

NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs.

Ishaan Singh, Navdeep Kaur, Garima Gaur, Mausam

CoRR, 2023

SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs.

Vishal Sharma, Daman Arora, Mausam, Parag Singla

Proceedings of the Uncertainty in Artificial Intelligence, 2023

NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs.

Ishaan Singh, Navdeep Kaur, Garima Gaur, Mausam

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters.

Vipul Rathore, Rajdeep Dhingra, Parag Singla, Mausam

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models.

Daman Arora, Himanshu Gaurav Singh, Mausam

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs.

Aman Madaan Pranjal Aggarwal, Yiming Yang, Mausam

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting.

Aayush Kumar Tyagi, Chirag Mohapatra, Prasenjit Das, Govind Makharia, Lalita Mehra, Prathosh AP, Mausam

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies.

Vishal Vivek Saley, Rocktim Jyoti Das, Dinesh Raghu, Mausam

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions.

Mayur Patidar, Prayushi Faldu, Avinash Kumar Singh, Lovekesh Vig, Indrajit Bhattacharya, Mausam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion.

Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark.

Shubham Mittal, Keshav Kolluru, Soumen Chakrabarti, Mausam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles.

Tanishq Gupta, Mohd Zaki, Devanshi Khatsuriya, Kausik Hira, N. M. Anoop Krishnan, Mausam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multimodal Persona Based Generation of Comic Dialogs.

Harsh Agrawal, Aditya Mishra, Manish Gupta, Mausam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis.

Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam

J. Artif. Intell. Res., 2022

DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles.

Tanishq Gupta, Mohd Zaki, N. M. Anoop Krishnan, Mausam

CoRR, 2022

GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following.

Shreya Sharma, Jigyasa Gupta, Shreshth Tuli, Rohan Paul, Mausam

CoRR, 2022

Matching Papers and Reviewers at Large Conferences.

Kevin Leyton-Brown, Mausam, Yatin Nandwani, Hedayat Zarkoob, Chris Cameron, Neil Newman, Dinesh Raghu

CoRR, 2022

Welcome back!

Hemangee Kalpesh Kapoor, Mausam, Venkatesh Raman

Commun. ACM, 2022

The New Faculty Highlights Program at AAAI-21.

Kevin Leyton-Brown, Mausam, Qiang Yang

AI Mag., 2022

SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs.

Vishal Sharma, Daman Arora, Florian Geißer, Mausam, Parag Singla

Proceedings of the Uncertainty in Artificial Intelligence, 2022

A Solver-free Framework for Scalable Learning in Neural ILP Architectures.

Yatin Nandwani, Rishabh Ranjan, Mausam, Parag Singla

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Neural Models for Output-Space Invariance in Combinatorial Problems.

Yatin Nandwani, Vidit Jain, Mausam, Parag Singla

Proceedings of the Tenth International Conference on Learning Representations, 2022

Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation.

Dinesh Raghu, Suraj Joshi, Sachindra Joshi, Mausam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

"Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds.

Keshav Kolluru, Gabriel Stanovsky, Mausam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Joint Completion and Alignment of Multilingual Knowledge Graphs.

Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction.

Vipul Rathore, Kartikeya Badola, Parag Singla, Mausam

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction.

Keshav Kolluru, Muqeeth Mohammed, Shubham Mittal, Soumen Chakrabarti, Mausam

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction.

Abhyuday Bhartiya, Kartikeya Badola, Mausam

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Unsupervised Learning of KB Queries in Task-Oriented Dialogs.

Dinesh Raghu, Nikhil Gupta, Mausam

Trans. Assoc. Comput. Linguistics, 2021

Constrained BERT BiLSTM CRF for understanding multi-sentence entity-seeking questions.

Danish Contractor, Barun Patra, Mausam, Parag Singla

Nat. Lang. Eng., 2021

A Simple, Strong and Robust Baseline for Distantly Supervised Relation Extraction.

Vipul Rathore, Kartikeya Badola, Mausam, Parag Singla

CoRR, 2021

MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction.

Tanishq Gupta, Mohd Zaki, N. M. Anoop Krishnan, Mausam

CoRR, 2021

End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks.

Ananye Agarwal, Pradeep Shenoy, Mausam

CoRR, 2021

Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment.

Harkanwar Singh, Prachi Jain, Mausam, Soumen Chakrabarti

CoRR, 2021

CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion.

Keshav Kolluru, Mayank Singh Chauhan, Yatin Nandwani, Parag Singla, Mausam

CoRR, 2021

Joint Spatio-Textual Reasoning for Answering Tourism Questions.

Danish Contractor, Shashank Goel, Mausam, Parag Singla

Proceedings of the WWW '21: The Web Conference 2021, 2021

TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators.

Shreshth Tuli, Rajas Bansal, Rohan Paul, Mausam

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces.

Yatin Nandwani, Deepanshu Jindal, Mausam, Parag Singla

Proceedings of the 9th International Conference on Learning Representations, 2021

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs.

Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Answering POI-recommendation Questions using Tourism Reviews.

Danish Contractor, Krunal Shah, Aditi Partap, Parag Singla, Mausam

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Multilingual Knowledge Graph Completion With Joint Relation and Entity Alignment.

Harkanwar Singh, Soumen Chakrabarti, Prachi Jain, Sharod Roy Choudhury, Mausam

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Regex Queries over Incomplete Knowledge Bases.

Vaibhav Adlakha, Parth Shah, Srikanta J. Bedathur, Mausam

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs.

Dinesh Raghu, Atishya Jain, Mausam, Sachindra Joshi

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis.

Rajas Bansal, Shreshth Tuli, Rohan Paul, Mausam

CoRR, 2020

Knowledge Base Completion: Baseline strikes back (Again).

Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti

CoRR, 2020

Knowledge Base Inference for Regular Expression Queries.

Vaibhav Adlakha, Parth Shah, Srikanta Bedathur, Mausam

CoRR, 2020

Generalized Neural Policies for Relational MDPs.

Sankalp Garg, Aniket Bajpai, Mausam

CoRR, 2020

Symbolic Network: Generalized Neural Policies for Relational MDPs.

Sankalp Garg, Aniket Bajpai, Mausam

Proceedings of the 37th International Conference on Machine Learning, 2020

Why and when should you pool? Analyzing Pooling in Recurrent Architectures.

Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction.

Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols.

Prachi Jain, Sushant Rathi, Mausam, Soumen Chakrabarti

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Simple Yet Strong Pipeline for HotpotQA.

Dirk Groeneveld, Tushar Khot, Mausam, Ashish Sabharwal

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

OxKBC: Outcome Explanation for Factorization Based Knowledge Base Completion.

Yatin Nandwani, Ankesh Gupta, Aman Agrawal, Mayank Singh Chauhan, Parag Singla, Mausam

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

IMoJIE: Iterative Memory-Based Joint Open Information Extraction.

Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Large Scale Question Answering using Tourism Data.

Danish Contractor, Krunal Shah, Aditi Partap, Mausam, Parag Singla

CoRR, 2019

Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.

Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam, Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni

AI Mag., 2019

A Primal Dual Formulation For Deep Learning With Constraints.

Yatin Nandwani, Abhishek Pathak, Mausam, Parag Singla

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Disentangling Language and Knowledge in Task-Oriented Dialogs.

Dinesh Raghu, Nikhil Gupta, Mausam

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

CaRB: A Crowdsourced Benchmark for Open IE.

Sangnie Bhardwaj, Samarth Aggarwal, Mausam

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Size Independent Neural Transfer for RDDL Planning.

Sankalp Garg, Aniket Bajpai, Mausam

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

2018

Hierarchical Pointer Memory Network for Task Oriented Dialogue.

Dinesh Raghu, Nikhil Gupta, Mausam

CoRR, 2018

Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism.

Danish Contractor, Barun Patra, Mausam, Parag Singla

CoRR, 2018

Sprout: Crowd-Powered Task Design for Crowdsourcing.

Jonathan Bragg, Mausam, Daniel S. Weld

Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018

Block-Value Symmetries in Probabilistic Graphical Models.

Gagan Madan, Ankit Anand, Mausam, Parag Singla

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Transfer of Deep Reactive Policies for MDP Planning.

Aniket (Nick) Bajpai, Sankalp Garg, Mausam

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Inferring Temporal Knowledge for Near-Periodic Recurrent Events.

Dinesh Raghu, Surag Nair, Mausam

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference.

Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Active Learning with Unbalanced Classes and Example-Generation Queries.

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018

Open Information Extraction from Conjunctive Sentences.

Swarnadeep Saha, Mausam

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision.

Prachi Jain, Pankaj Kumar, Mausam, Soumen Chakrabarti

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Joint Matrix-Tensor Factorization for Knowledge Base Inference.

Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti

CoRR, 2017

Coarse-to-Fine Lifted MAP Inference in Computer Vision.

Haroun Habeeb, Ankit Anand, Mausam, Parag Singla

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing.

Karan Goel, Shreya Rajpal, Mausam

Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017

Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models.

Ankit Anand, Ritesh Noothigattu, Parag Singla, Mausam

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Bootstrapping for Numerical Open IE.

Swarnadeep Saha, Harinder Pal, Mausam

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A Programming Language With a POMDP Inside.

Christopher H. Lin, Mausam, Daniel S. Weld

CoRR, 2016

Knowledge-Guided Linguistic Rewrites for Inference Rule Verification.

Prachi Jain, Mausam

Proceedings of the NAACL HLT 2016, 2016

Entity-balanced Gaussian pLSA for Automated Comparison.

Danish Contractor, Parag Singla, Mausam

Proceedings of the NAACL HLT 2016, 2016

Open Information Extraction Systems and Downstream Applications.

Mausam

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Contextual Symmetries in Probabilistic Graphical Models.

Ankit Anand, Aditya Grover, Mausam, Parag Singla

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Optimal Testing for Crowd Workers.

Jonathan Bragg, Mausam, Daniel S. Weld

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Demonyms and Compound Relational Nouns in Nominal Open IE.

Harinder Pal, Mausam

Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

OGA-UCT: On-the-Go Abstractions in UCT.

Ankit Anand, Ritesh Noothigattu, Mausam, Parag Singla

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

Numerical Relation Extraction with Minimal Supervision.

Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Re-Active Learning: Active Learning with Relabeling.

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

ASAP-UCT: Abstraction of State-Action Pairs in UCT.

Ankit Anand, Aditya Grover, Mausam, Parag Singla

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Novel Abstraction Framework for Online Planning: Extended Abstract.

Ankit Anand, Aditya Grover, Mausam, Parag Singla

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Open IE as an Intermediate Structure for Semantic Tasks.

Gabriel Stanovsky, Ido Dagan, Mausam

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

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

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Parallel Task Routing for Crowdsourcing.

Jonathan Bragg, Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Hierarchical Summarization: Scaling Up Multi-Document Summarization.

Janara Christensen, Stephen Soderland, Gagan Bansal, Mausam

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Modeling Missing Data in Distant Supervision for Information Extraction.

Alan Ritter, Luke Zettlemoyer, Mausam, Oren Etzioni

Trans. Assoc. Comput. Linguistics, 2013

POMDP-based control of workflows for crowdsourcing.

Peng Dai, Christopher H. Lin, Mausam, Daniel S. Weld

Artif. Intell., 2013

Towards Coherent Multi-Document Summarization.

Janara Christensen, Mausam, Stephen Soderland, Oren Etzioni

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

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

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Joint Crowdsourcing of Multiple Tasks.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Crowdsourcing Multi-Label Classification for Taxonomy Creation.

Jonathan Bragg, Mausam, Daniel S. Weld

Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

Generating Coherent Event Schemas at Scale.

Niranjan Balasubramanian, Stephen Soderland, Mausam, Oren Etzioni

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

Planning with Markov Decision Processes: An AI Perspective

Mausam, Andrey Kolobov

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01559-5, 2012

Discovering hidden structure in factored MDPs.

Andrey Kolobov, Mausam, Daniel S. Weld

Artif. Intell., 2012

A Theory of Goal-Oriented MDPs with Dead Ends.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Entity Linking at Web Scale.

Thomas Lin, Mausam, Oren Etzioni

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

Rel-grams: A Probabilistic Model of Relations in Text.

Niranjan Balasubramanian, Stephen Soderland, Mausam, Oren Etzioni

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

Open domain event extraction from twitter.

Alan Ritter, Mausam, Oren Etzioni, Sam Clark

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Personalized Online Education - A Crowdsourcing Challenge.

Daniel S. Weld, Eytan Adar, Lydia B. Chilton, Raphael Hoffmann, Eric Horvitz, Mitchell Koch, James A. Landay, Christopher H. Lin, Mausam

Proceedings of the 4th Human Computation Workshop, 2012

Dynamically Switching between Synergistic Workflows for Crowdsourcing.

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the 4th Human Computation Workshop, 2012

Crowdsourcing Control: Moving Beyond Multiple Choice.

Christopher H. Lin, Mausam, Daniel S. Weld

Proceedings of the 4th Human Computation Workshop, 2012

Open Language Learning for Information Extraction.

Mausam, Michael Schmitz, Stephen Soderland, Robert Bart, Oren Etzioni

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities.

Thomas Lin, Mausam, Oren Etzioni

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

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

Andrey Kolobov, Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

LRTDP Versus UCT for Online Probabilistic Planning.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Topological Value Iteration Algorithms.

Peng Dai, Mausam, Daniel S. Weld, Judy Goldsmith

J. Artif. Intell. Res., 2011

Execution control for crowdsourcing.

Daniel S. Weld, Mausam, Peng Dai

Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011, 2011

An analysis of open information extraction based on semantic role labeling.

Janara Christensen, Mausam, Stephen Soderland, Oren Etzioni

Proceedings of the 6th International Conference on Knowledge Capture (K-CAP 2011), 2011

Towards Scalable MDP Algorithms.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the IJCAI 2011, 2011

Open Information Extraction: The Second Generation.

Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, Mausam

Proceedings of the IJCAI 2011, 2011

Named Entity Recognition in Tweets: An Experimental Study.

Alan Ritter, Sam Clark, Mausam, Oren Etzioni

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Heuristic Search for Generalized Stochastic Shortest Path MDPs.

Andrey Kolobov, Mausam, Daniel S. Weld, Hector Geffner

Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011

Human Intelligence Needs Artificial Intelligence.

Daniel S. Weld, Mausam, Peng Dai

Proceedings of the Human Computation, 2011

Artificial Intelligence for Artificial Artificial Intelligence.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Adapting Open Information Extraction to Domain-Specific Relations.

Stephen Soderland, Brendan Roof, Bo Qin, Shi Xu, Mausam, Oren Etzioni

AI Mag., 2010

Panlingual lexical translation via probabilistic inference.

Mausam, Stephen Soderland, Oren Etzioni, Daniel S. Weld, Kobi Reiter, Michael Skinner, Marcus Sammer, Jeff A. Bilmes

Artif. Intell., 2010

Identifying Functional Relations in Web Text.

Thomas Lin, Mausam, Oren Etzioni

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Classical Planning in MDP Heuristics: with a Little Help from Generalization.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

A Latent Dirichlet Allocation Method for Selectional Preferences.

Alan Ritter, Mausam, Oren Etzioni

Proceedings of the ACL 2010, 2010

Commonsense from the Web: Relation Properties.

Thomas Lin, Mausam, Oren Etzioni

Proceedings of the Commonsense Knowledge, 2010

Panlingual Lexical Translation via Probabilistic Inference.

Mausam, Stephen Soderland, Oren Etzioni

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Decision-Theoretic Control of Crowd-Sourced Workflows.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains.

Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam

J. Artif. Intell. Res., 2009

Lemmatic Machine Translation.

Stephen Soderland, Christopher Lim, Mausam, Bo Qin, Oren Etzioni, Jonathan Pool

Proceedings of Machine Translation Summit XII: Papers, 2009

ReTrASE: Integrating Paradigms for Approximate Probabilistic Planning.

Andrey Kolobov, Mausam, Daniel S. Weld

Proceedings of the IJCAI 2009, 2009

Domain-Independent, Automatic Partitioning for Probabilistic Planning.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the IJCAI 2009, 2009

Focused Topological Value Iteration.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

Compiling a Massive, Multilingual Dictionary via Probabilistic Inference.

Mausam, Stephen Soderland, Oren Etzioni, Daniel S. Weld, Michael Skinner, Jeff A. Bilmes

Proceedings of the ACL 2009, 2009

A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search.

Janara Christensen, Mausam, Oren Etzioni

Proceedings of the ACL 2009, 2009

2008

Planning with Durative Actions in Stochastic Domains.

Mausam, Daniel S. Weld

J. Artif. Intell. Res., 2008

Partitioned External-Memory Value Iteration.

Peng Dai, Mausam, Daniel S. Weld

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

A Hybridized Planner for Stochastic Domains.

Mausam, Piergiorgio Bertoli, Daniel S. Weld

Proceedings of the IJCAI 2007, 2007

When is Temporal Planning Really Temporal?

William Cushing, Subbarao Kambhampati, Mausam, Daniel S. Weld

Proceedings of the IJCAI 2007, 2007

Evaluating Temporal Planning Domains.

William Cushing, Daniel S. Weld, Subbarao Kambhampati, Mausam, Kartik Talamadupula

Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007

2006

Challenges for Temporal Planning with Uncertain Durations.

Mausam, Daniel S. Weld

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

Probabilistic Temporal Planning with Uncertain Durations.

Mausam, Daniel S. Weld

Proceedings of the Proceedings, 2006

2005

Planning with Continuous Resources in Stochastic Domains.

Mausam, Emmanuel Benazera, Ronen I. Brafman, Nicolas Meuleau, Eric A. Hansen

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Concurrent Probabilistic Temporal Planning.

Mausam, Daniel S. Weld

Proceedings of the Fifteenth International Conference on Automated Planning and Scheduling (ICAPS 2005), 2005

2004

Adversarial classification.

Nilesh N. Dalvi, Pedro M. Domingos, Mausam, Sumit K. Sanghai, Deepak Verma

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Solving Concurrent Markov Decision Processes.

Mausam, Daniel S. Weld

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004