CIIR publications authored by Pallika H. Kanani


IR-845: (2011) Kanani, P. and McCallum, A., "Selecting Actions for Resource-bounded Information Extraction using Reinforcement Learning," Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, pp. 253-262. [View Abstract] [View bibtex]

IR-833: (2011) Kanani, P. and McCallum, A., "Learning to Select Actions for Resource-bounded Information Extraction," UMass Technical Report UM-CS-2011-042. [View Abstract] [View bibtex]

IR-797: (2009) Kanani, P.,  McCallum, A. and Sitaraman, R., "Towards Theoretical Bounds for Resource-bounded Information Gathering for Correlation Clustering," UMass TechReport UM-CS-2009-027. [View Abstract] [View bibtex]

IR-774: (2010) Svore, K.,  Kanani, P. and Khan, N., "How Good is a Span of Terms? Exploiting Proximity to Improve Web Retrieval," How Good is a Span of Terms? Exploiting Proximity to Improve Web Retrieval, Proceedings of the 33rd ACM SIGIR'10, pp. 154-161. [View Abstract] [View bibtex]

IR-763: (2010) Kanani, P.,  McCallum, A. and Hu, S., "Resource-bounded Information Extraction: Acquiring Missing Feature Values On Demand," Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Hyderabad, India, pp. 415-427. [View Abstract] [View bibtex]

IR-698: (2008) Kanani, P. and Melville, P., "Prediction-time Active Feature-value Acquisition for Cost-Effective Customer Targeting," Whistler, BC, December, 2008. [View Abstract] [View bibtex]

IR-604: (2007) Kanani, P. and McCallum, A., "Efficient Strategies for Improving Partitioning-Based Author Coreference by Incorporating Web Pages as Graph Nodes," Proceedings of the Workshop on Information Integration on the Web (IIWEB 07), pp. 38-43. [View Abstract] [View bibtex]

IR-601: (2007) Culotta, A.,  Kanani, P.,  Hall, R.,  Wick, M. and McCallum, A., "Author Disambiguation using Error-driven Machine Learning with a Ranking Loss Function," a workshop at the Sixth International Workshop on Information Integration on the Web (IIWeb-07, Vancouver, Canada. [View Abstract] [View bibtex]

IR-588: (2007) Kanani, P. and McCallum, A., "Resource-bounded Information Gathering for Correlation Clustering," in the Proceedings of Computational Learning Theory 07, Open Problems Track, COLT 2007, LNAI 4539, pp. 625627. [View Abstract] [View bibtex]

IR-529: (2007) Kanani, P.,  McCallum, A. and Pal, C., "Improving Author Coreference by Resource-bounded Information Gathering from the Web," in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 07), pp. 429-434. [View Abstract] [View bibtex]