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-1317: (2024) Salemi, A. and Zamani, H., "Evaluating Retrieval Quality in Retrieval-Augmented Generations," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), July 14-18, 2024, Washington, DC, USA, pp. 2395-2400. [View Abstract] [View bibtex]
IR-1316: (2024) Salemi, A. and Zamani, H., "Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), July 14-18, 2024, Washington, DC, USA, pp. 741-751. [View Abstract] [View bibtex]
IR-1315: (2024) Salemi, A., Kallumadi, S. and Zamani, H., "Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation," in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14 - 18, 2024, Washington, DC, USA, pp. 752-762. [View Abstract] [View bibtex]
IR-1307: (2023) Salemi, A., Mysore, S., Bendersky, M. and Zamani, H., "LaMP: When Large Language Models Meet Personalization," in the Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, Bangkok, Thailand, pp. 7370–7392. [View Abstract] [View bibtex]
IR-1303: (2023) Salemi, A., Rafiee, M. and Zamani, H., "Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering," in Proceedings of The 13th International Conference on the Theory of Information Retrieval (ICTIR 2023), Taipei, Taiwan, July 23, 2023, pp. 169–176. [View Abstract] [View bibtex]
IR-1299: (2023) Salemi, A., Altmayer Pizzorno, J. and Zamani, H., "A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering," In the Proceedings of The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 23--27, 2023, Taipei, Taiwan, pp. 110-120. [View Abstract] [View bibtex]