IR-1341: (2025) Mysore, S., Dhanania, G., Patil, K., Kallumadi, S., McCallum, A. and Zamani, H., "Bridging Personalization and Control in Scientific Personalized Search," In the Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25), Padua, Italy, July 13-18, 2025, pp. 2309-2319. [View Abstract] [View bibtex]
IR-1339: (2025) Killingback, J., Zeng, H. and Zamani, H., "Hypencoder: Hypernetworks for Information Retrieval," In the Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25), Padua, Italy, July 13-18, 2025, pp. 2372-2383. [View Abstract] [View bibtex]
IR-1337: (2024) Allan, J., Choi, E., Lopresti, D. and Zamani, H., "Future of Information Retrieval Research in the Age of Generative AI CCC Workshop Report," 2024, Washington, D.C.: Computing Research Association (CRA). https://arxiv.org/pdf/2412.02043 [View Abstract] [View bibtex]
IR-1336: (2025) Quinn, D., Nouri, M., Patel, N., Salihu, J., Salemi, A., Lee, S., Zamani, H. and Alian, M., "Accelerating Retrieval-Augmented Generation," in the Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 25), Rotterdam, The Netherlands, March 30-April 3, 2025, pp. 15-32. [View Abstract] [View bibtex]
IR-1335: (2024) Atmakuru, A., Nainani, J., Bheemreddy, R., Lakkaraju, A., Yao, Z., Zamani, H. and Chang, H., "CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints," Presented at the 6th Workshop on Narrative Understanding (WNU), at the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, FL, USA, Nov. 15, 2024 [View Abstract] [View bibtex]
IR-1334: (2024) Chang, H., Peng, N., Bansal, M., Ramakrishna, A. and Chung, T., "Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM," in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Miami, FL, USA, Nov. 12-16, 2024, pp. 8503-8526. [View Abstract] [View bibtex]
IR-1333: (2024) Yu, P., "Leveraging Explanations for Information Retrieval Systems Under Data Scarcity," Ph.D. Dissertation, University of Massachusetts Amherst, 2024 [View Abstract] [View bibtex]
IR-1331: (2024) Naseri, S., "Context-Aware Query and Document Representation in Information Retrieval Systems," Ph.D. Dissertation, University of Massachusetts Amherst, 2024 [View Abstract] [View bibtex]
IR-1330: (2024) Huang, Z., "Modeling Cross-Lingual Knowledge in Multilingual Information Retrieval Systems," Ph.D. Dissertation, University of Massachusetts Amherst, 2024. [View Abstract] [View bibtex]
IR-1329: (2024) Hashemi, H., "Retrieval Augmented Representation Learning for Information Retrieval," Ph.D. Dissertation, University of Massachusetts Amherst, 2024. [View Abstract] [View bibtex]