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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, Mausam, D. Patterson, M. Richardson, S. Sanghai, D. Weld, and S. Wolfman. Proceedings of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data, (2003)

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Open Information Extraction: The Second Generation.O. Etzioni, A. Fader, J. Christensen, S. Soderland, and M. Mausam. IJCAI, 11, page 3--10. (2011)An analysis of open information extraction based on semantic role labeling.J. Christensen, Mausam, S. Soderland, and O. Etzioni. K-CAP, page 113-120. ACM, (2011)Combining Transfer Learning with In-context Learning using Blackbox LLMs for Zero-shot Knowledge Base Question Answering.M. Patidar, A. Singh, R. Sawhney, I. Bhattacharya, and Mausam. CoRR, (2023)Parallel Task Routing for Crowdsourcing.J. Bragg, A. Kolobov, Mausam, and D. Weld. HCOMP, page 11-21. AAAI, (2014)Rel-grams: A Probabilistic Model of Relations in Text.N. Balasubramanian, S. Soderland, Mausam, and O. Etzioni. AKBC-WEKEX@NAACL-HLT, page 101-105. Association for Computational Linguistics, (2012)ASAP-UCT: Abstraction of State-Action Pairs in UCT.A. Anand, A. Grover, Mausam, and P. Singla. IJCAI, page 1509-1515. AAAI Press, (2015)Contextual Symmetries in Probabilistic Graphical Models.A. Anand, A. Grover, Mausam, and P. Singla. IJCAI, page 3560-3568. IJCAI/AAAI Press, (2016)A Primal Dual Formulation For Deep Learning With Constraints.Y. Nandwani, A. Pathak, Mausam, and P. Singla. NeurIPS, page 12157-12168. (2019)Evaluating Temporal Planning Domains.W. Cushing, D. Weld, S. Kambhampati, Mausam, and K. Talamadupula. ICAPS, page 105-112. AAAI, (2007)Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision.P. Jain, P. Kumar, Mausam, and S. Chakrabarti. ACL (2), page 75-80. Association for Computational Linguistics, (2018)

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Research on Statistical Relational Learning at the University of Washington