IR-1109: (2016) Krstovski, K., "Efficient Inference, Search and Evaluation for Latent Variable Models of Text with Applications to Information Retrieval and Machine T ranslation," Ph.D. Thesis, University of Massachusetts Amherst, May 2016. [View Abstract] [View bibtex]
IR-1047: (2016) Krstovski, K., Smith, D. and Kurtz, M., "Automatic Construction of Evaluation Sets and Evaluation of Document Similarity Models in Large Scholarly Retrieval Systems," in the Proceedings of The Thirtieth AAAI Conference (AAAI-16), Workshop on Scholarly Big Data: AI Perspectives, Challenges, and Ideas , Phoenix, Arizona, February 12-17, 2016 [View Abstract] [View bibtex]
IR-1040: (2016) Krstovski, K. and Smith, D., "Online Topic Models with Multi-Level Hyperpriors," Proceedings of NAACL 2016, San Diego, California, June 12 to June 17, 2016, pp. 447–453. [View Abstract] [View bibtex]
IR-1036: (2015) Krstovski, K., Kurtz, M. and Smith, D., "Evaluating Retrieval Models through Histogram Analysis," The 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile, August 9-13, 2015. [View Abstract] [View bibtex]
IR-1000: (2016) Krstovski, K. and Smith, D., "Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora," Proceedings of NAACL 2016, San Diego, California, June 12 to June 17, 2016, pp. 1127–1132. [View Abstract] [View bibtex]
IR-945: (2013) Krstovski, K. and Smith, D., "Online Polylingual Topic Models for Fast Document Translation Detection," Proceedings of the 8th Workshop on Statistical Machine Translation, ACL 2013, Sofia, Bulgaria, August 4-9 2013, pp. 252-261. [View Abstract] [View bibtex]
IR-936: (2013) Krstovski, K., Smith, D., Wallach, H. and McGregor, A., "Efficient Nearest-Neighbor Search in the Probability Simplex," Proceedings of the 4th International Conference on the Theory of Information Retrieval 29 September - 2 October 2013, Copenhagen, Denmark, pp. 101-108. [View Abstract] [View bibtex]
IR-912: (2012) Cartright, M., Can, E., Dabney, W., Dalton, J., Krstovski, K., Wu, X., Yalniz, I., Allan, J., Manmatha, R. and Smith, D., "A Framework for Manipulating and Searching Multiple Retrieval Types," Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), pp. 1001. [View Abstract] [View bibtex]
IR-832: (2011) Krstovski, K. and Smith, D., "A Minimally Supervised Approach for Detecting and Ranking Document Translation Pairs," Proceedings of the 6th Workshop on Statistical Machine Translation, EMNLP 2011, Edinburgh, UK, July 30-31, 2011. [View Abstract] [View bibtex]