CIIR publications authored by Hamed Zamani


IR-1146: (2018) Tabrizi, S.,  Shakery, A.,  Zamani, H. and Tavallaei, M., "PERSON: Personalized Information Retrieval Evaluation Based on Citation Networks," Information Processing and Management, 2018, vol. 54, no. 4, pp. 630-656. [View Abstract] [View bibtex]

IR-1139: (2018) Cohen, D.,  Foley, J.,  Zamani, H.,  Allan, J. and Croft, W. B. , "Universal Approximation Functions for Fast Learning to Rank," to appear in the Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor, MI, Jul. 8-12 2018 (SIGIR’18). [View Abstract] [View bibtex]

IR-1131: (2018) Aliannejadi, M.,  Zamani, H.,  Crestani, F. and Croft, W. B. , "Target Apps Selection: Towards a Unified Search Framework for Mobile Devices," to appear in the Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '18) Ann Arbor, Michigan, USA, July 8-12, 2018. [View Abstract] [View bibtex]

IR-1130: (2018) Zamani, H., Croft, W. B. and Culpepper, J., "Neural Query Performance Prediction using Weak Supervision from Multiple Signals," to appear in the Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '18) Ann Arbor, Michigan, USA, July 8-12, 2018. [View Abstract] [View bibtex]

IR-1123: (2018) Shahshahani, M.,  Hasibi, F.,  Zamani, H. and Shakery, A., "Towards a Unified Supervised Approach for Ranking Triples of Type-like Relations," in the Proceedings of The 40th European Conference on Information Retrieval (ECIR '18) Grenoble, France, March 26-29, 2018, pp. 707-714. [View Abstract] [View bibtex]

IR-1120: (2017) Zamani, H.,  Mitra, B.,  Song, X.,  Craswell, N. and Tiwary, S., "Neural Ranking Models with Multiple Document Fields," in the Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) Marina Del Rey, CA, USA, February 5-9, 2018, pp. 700-708. [View Abstract] [View bibtex]

IR-1119: (2017) Schedl, M.,  Zamani, H.,  Chen, C.,  Deldjoo, Y. and Elahi, M., "Current Challenges and Visions in Music Recommender Systems Research," the International Journal of Multimedia Information Retrieval (IJMIR), vol. 7, no. 2, pp. 95-116. [View Abstract] [View bibtex]

IR-1118: (2017) Ai, Q.,  Zamani, H.,  Harding, S.,  Naseri, S.,  Allan, J. and Croft, W. B. , "UMass at TREC 2017 Common Core Track," the Notebook Proceedings of Text REtrieval Conference (TREC '17), November 15-17, 2017. [View Abstract] [View bibtex]

IR-1114: (2017) Yang, L.,  Zamani, H.,  Zhang, Y.,  Guo, J. and Croft, W. B. , "Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation," presented at the SIGIR 2017 Workshop on Neural Information Retrieval (SIGIR Neu-IR 2017), Tokyo, Japan, August 7-11, 2017. [View Abstract] [View bibtex]

IR-1113: (2017) Rahmatizadeh, H.,  Zamani, H. and Shakery, A., "A Semantic-Aware Profile Updating Model for Text Recommendation," in the Proceedings of the 11th ACM Conference on Recommender Systems (RecSys '17) Como, Italy, August 27-31, 2017, pp. 316-320. [View Abstract] [View bibtex]

IR-1108: (2017) Rekabsaz, N.,  Lupu, M.,  Hanbury, A. and Zamani, H., "Word Embedding Causes Topic Shifting; Exploit Global Context!," in the Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '17) Tokyo, Japan, August 7-11, 2017, pp. IR-1107: (2017), pp. 1105-1108. [View Abstract] [View bibtex]

IR-1107: (2017) Ariannezhad, M.,  Montazeralghaem, A.,  Zamani, H. and Shakery, A., "Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic," in the Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '17) Tokyo, Japan, August 7-11, 2017, pp. 1201-1204. [View Abstract] [View bibtex]

IR-1099: (2017) Zamani, H.,  Bendersky, M.,  Wang, X. and Zhang, M., "Situational Context for Ranking in Personal Search," in the Proceedings of the 26th International World Wide Web Conference (WWW '17) Perth, Australia, April 3-7, 2017, pp. 1531-1540. [View Abstract] [View bibtex]

IR-1098: (2017) Zamani, H. and Croft, W. B. , "Relevance-based Word Embedding," in the Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '17) Tokyo, Japan, August 7-11, 2017, pp. 505-514. [View Abstract] [View bibtex]

IR-1097: (2017) Dehghani, M.,  Zamani, H.,  Severyn, A.,  Kamps, J. and Croft, W. B. , "Neural Ranking Models with Weak Supervision," in the Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '17) Tokyo, Japan, August 7-11, 2017, pp. 65-74. [View Abstract] [View bibtex]

IR-1085: (2016) Ariannezhad, M.,  Montazeralghaem, A.,  Zamani, H. and Shakery, A., "Iterative Estimation of Document Relevance Score for Pseudo-Relevance Feedback," in the Proceedings of the 39th European Conference on Information Retrieval (ECIR '17) Aberdeen, Scotland UK, April 8-13, 2017, pp. 676-683. [View Abstract] [View bibtex]

IR-1070: (2016) Montazeralghaem, A.,  Zamani, H. and Shakery, A., "Term Proximity Constraints for Pseudo-Relevance Feedback," in the Proceedings of the 40th International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 17), Tokyo, Japan, August 2017, pp. 1085-1088. [View Abstract] [View bibtex]

IR-1065: (2016) Zamani, H. and Croft, W. B. , "Estimating Embedding Vectors for Queries," Proceedings of the International Conference on the Theory of Information Retrieval (ICTIR '16) Newark, DE, USA, September 12-16, 2016, pp. 123-132. [View Abstract] [View bibtex]

IR-1063: (2016) Montazeralghaem, A.,  Zamani, H. and Shakery, A., "Axiomatic Analysis for Improving the Log-Logistic Feedback Model," Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '16) Pisa, Italy, July, 17-21, 2016. pp. 765-768. [View Abstract] [View bibtex]

IR-1057: (2016) Dadashkarimi, J.,  Shakery, A.,  Faili, H. and Zamani, H., "An Expectation-Maximization Algorithm for Query Translation Based on Pseudo-Relevant Documents," Information Processing and Management, Volume 53, Issue 2, March 2017, pp. 371-387. [View Abstract] [View bibtex]

IR-1056: (2016) Zamani, H. and Croft, W. B. , "Embedding-based Query Language Models," Proceedings of the International Conference on the Theory of Information Retrieval (ICTIR '16) Newark, DE, USA, September 12-16, 2016, pp. 147-156. [View Abstract] [View bibtex]

IR-1055: (2016) Zamani, H.,  Dadashkarimi, J.,  Shakery, A. and Croft, W. B. , "Pseudo-Relevance Feedback Based on Matrix Factorization," in the Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), Indanapolis, IN October 24-28, 2016, pp. 1483-1492. [View Abstract] [View bibtex]

IR-1050: (2016) Montazeralghaem, A.,  Zamani, H. and Shakery, A., "Cross Domain User Engagement Evaluation," Proceedings of The European Conference on Information Retrieval (ECIR '16) Padua, Italy, March 20-23, 2016, pp. 754-760. [View Abstract] [View bibtex]