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]
IR-1328: (2024) Aliannejadi, M., Gwizdka, J. and Zamani, H., "Interactions with Generative Information Retrieval Systems," In Information Access in the Era of Generative AI (Editors: Chirag Shah and Ryen White), pp. 47-71, 2025. [View Abstract] [View bibtex]
IR-1327: (2024) Kim, Y., "Extracting token-level semantic matching in text-pair classification tasks," Ph.D. Dissertation, UMass Amherst, 2024. [View Abstract] [View bibtex]