IR-1362: (2025) Chowdhury, T., Zick, Y. and Allan, J., "RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank ," In Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025), Singapore, April 24, 2025. [View Abstract] [View bibtex]
IR-1361: (2024) Diaz, F., Drozdov, A., Kim, T., Salemi, A. and Zamani, H., "Retrieval-Enhanced Machine Learning: Synthesis and Opportunities," In proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP ’24), Tokyo, Japan, December 9-12, 2024, pp. 299-302. [View Abstract] [View bibtex]
IR-1360: (2025) Diaz, F., Drozdov, A., Kim, T., Salemi, A. and Zamani, H., "The Second Tutorial on Retrieval-Enhanced Machine Learning: Synthesis and Opportunities," In proceedings of 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25), Padua, Italy, July 13-18, 2025, pp. 4130-4133. [View Abstract] [View bibtex]
IR-1359: (2025) Zeng, H., Killingback, J. and Zamani, H., "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs," 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. 2679-2684. [View Abstract] [View bibtex]
IR-1358: (2025) Nijasure, A., Chowdhury, T. and Allan, J., "How Relevance Emerges: A Mechanistic Analysis of LoRA Fine-Tuning in Reranking LLMs," Poster paper in the Workshop on Explainability in Information Retrieval (WExIR) at the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25), Padua, Italy, July 13-18, 2025. [View Abstract] [View bibtex]
IR-1357: (2025) Chowdhury, T., Nijasure, A. and Allan, J., "Probing Ranking LLMs: A Mechanistic Analysis for Information Retrieval," in the Proceedings of the 2025 The 11th ACM SIGIR / The 15th International Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR ‘25), Padua, Italy, July 18, 2025, pp. 336–346. [View Abstract] [View bibtex]
IR-1355: (2025) Salemi, A., Maddipatla, M. and Zamani, H., "CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training ," In Proceedings of the LiveRAG Challenge at the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25), Padua, Italy, July 17, 2025 [View Abstract] [View bibtex]
IR-1353: (2025) Xu, Y., Zhang, J., Salemi, A., Hu, X., Wang, W., Feng, F., Zamani, H., He, X. and Chua, T., "Personalized Generation In Large Model Era: A Survey ," in the Proceedings of The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, July 27–August 1st, 2025, pp. 24607-24649. [View Abstract] [View bibtex]
IR-1351: (2025) Salemi, A., Killingback, J. and Zamani, H., "ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation ," In Findings of The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, July 27–August 1st, 2025, pp. 17516-17532. [View Abstract] [View bibtex]
IR-1350: (2025) Salemi, A. and Zamani, H., "Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization ," in the Proceedings of the 11th ACM SIGIR / The 15th International Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR 2025), Padua, Italy, July 18, 2025, pp. 183-193. [View Abstract] [View bibtex]