IR-1332: (2024) Salemi, A. and Zamani, H., "Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models," Submitted to The 31st International Conference on Computational Linguistics, Abu Dhabi, UAE, January 19-24, 2025 [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-1327: (2024) Kim, Y., "Extracting token-level semantic matching in text-pair classification tasks," Ph.D. Dissertation, UMass Amherst, 2024. [View Abstract] [View bibtex]
IR-1325: (2024) Zeng, H., Luo, C., Jin, B., Sarwar, S., Wei, T. and Zamani, H., "Scalable and Effective Generative Information Retrieval," in the Proceedings of the 2024 ACM Web Conference (WWW ’24), Singapore, May 13 - 17, 2024, pp. 1441 - 1452 [View Abstract] [View bibtex]
IR-1324: (2023) Kim, Y., Rahimi, R. and Allan, J., "Conditional Natural Language Inference," in Findings of the Association for Computational Linguistics: Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, December 6-10, 2023, pp. 6833-6851. [View Abstract] [View bibtex]
IR-1322: (2024) Zhu, Y. and Zamani, H., "ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification," in the Findings of the Association for Computational Linguistics: Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), Mexico City, Mexico, June 16-21, 2024, pp. 2086-2098. [View Abstract] [View bibtex]
IR-1321: (2024) Zeng, H., Luo, C. and Zamani, H., "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), Washington, DC, USA, July 14-18, 2024, pp. 469-480. [View Abstract] [View bibtex]
IR-1320: (2024) Lamkhede, S., Zamani, H., Bhattacharya, M. and Wang, H., "Third Workshop on Personalization and Recommendations in Search (PaRiS)," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), Washington, DC, USA, July 14-18, 2024, pp. 3065-3069. [View Abstract] [View bibtex]
IR-1319: (2024) Zamani, H. and Bendersky, M., "Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), Washington, DC, USA, July 14-18, 2024, pp. 2641-2646. [View Abstract] [View bibtex]