CIS798: Advanced Topics in IR (Ind. Study - Surya)
Schedule
August 29
September 5
K Punera, S Rajan and J Ghosh, “Automatic Construction of N-ary Tree Based Taxonomies”, MSD Workshop at ICDM '06.
September 12
Suju Rajan, Kunal Punera and Joydeep Ghosh, “A Maximum Likelihood Framework for Integrating Taxonomies”, AAAI-05, pp. 856-861.
September 19
Aarti Gupta, Tim Oates: Using Ontologies and the Web to Learn Lexical Semantics. IJCAI 2007: 1618-1623.
September 26
Zareen Syed et al., Wikipedia as an Ontology for Describing Documents, InProceedings, Proceedings of the Second International Conference on Weblogs and Social Media, March 2008.
October 3
Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis Gabrilovich, Evgeniy ; Markovitch, Shaul, Proceedings of the 20th International Joint Conference on Artificial Intelligence, 2007
October 10
Ghahramani, Z. and Heller, K.A. (2006) Bayesian Sets. In Advances in Neural Information Processing Systems 18 (NIPS-2005).
October 17
Ghahramani, Z. and Heller, K.A. (2006) Bayesian Sets. In Advances in Neural Information Processing Systems 18 (NIPS-2005).
October 24
Silva, R., Heller, K.A., and Ghahramani, Z. (2007) Analogical Reasoning with Relational Bayesian Sets. In the Eleventh International Conference on Artifical Intelligence and Statistics (AISTATS-2007). San Juan, Puerto Rico.
October 31
Campos, L.M.D., Fernandez-Luna, J.M., and Huete, J.F. The BNR model: foundations and performance of a Bayesian network-based retrieval model. In Proceedings of Int. J. Approx. Reasoning. 2003, 265-285.
November 7
BrowseRank: Letting Web Users Vote for Page Importance by Yuting Liu*, Bin Gao, Tie-Yan Liu, et al. , SIGIR 2008. (SIGIR Best Student Paper Award).
November 14
EntityRank: Searching Entities Directly and Holistically. T. Cheng, X. Yan, and K. C.-C. Chang. In Proceedings of the 33rd Very Large Data Bases Conference (VLDB 2007), Vienna, Austria, September 2007.
November 21
Xuerui Wang, Andrew McCallum and Xing Wei. Topical N-grams: Phrase and Topic Discovery, with an Application to Information Retrieval. Proceedings of the 7th IEEE International Conference on Data Mining (ICDM), 2007.
November 28
Xing Wei, Bruce Croft and Andrew McCallum (2006) Table extraction for answer retrieval. Information Retrieval Journal (IRJ), volume 9, issue 5, pages 589-611, November 2006.
