Results from CIIR Publications

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IR-1325: (2024) Zeng, H.,  Luo, C.,  Jin, B.,  Sarwar, S.,  Wei, T. and Zamani, H., "Scalable and Effective Generative Information Retrieval," 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-1319: (2024) Zamani, H. and Bendersky, M., "Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization," to appear 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. [View Abstract] [View bibtex]

IR-1318: (2024) Samarinas, C. and Zamani, H., "ProCIS: A Benchmark for Proactive Retrieval in Conversations," to appear in the Proceedings of The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14–18, 2024, Washington D.C., USA [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," to appear 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. [View Abstract] [View bibtex]

IR-1313: (2023) Huang, Z.,  Yu, P. and Allan, J., "UMass at TREC 2023 NeuCLIR Track," in Notebook Proceedings of the Thirty-Second Text REtrieval Conference (TREC 2023), Rockville MD, USA, November 14-17, 2023. [View Abstract] [View bibtex]

IR-1312: (2023) Mysore, S.,  McCallum, A. and Zamani, H., "Large Language Model Augmented Narrative Driven Recommendations," in Proceedings of the 17th ACM Conference on Recommender Systems (RecSys '23), September 18-22, 2023, Singapore, pp. 777–783. [View Abstract] [View bibtex]

IR-1311: (2023) Samarinas, C.,  Promthaw, P.,  Lekhwani, R.,  Mysore, S.,  Huang, S.,  Nijasure, A.,  Zeng, H. and Zamani, H., "Multi-Modal Augmentation for Large Language Models with Applications to Task-Oriented Dialogues," in the 2nd Proceedings of Alexa Prize TaskBot. [View Abstract] [View bibtex]

IR-1310: (2023) Yu, P.,  Rahimi, N.,  Huang, Z. and Allan, J., "Search Result Diversification Using Query Aspects as Bottlenecks," in the Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM ’23), October 21–25, 2023, Birmingham, United Kingdom, pp. 3040-3051. [View Abstract] [View bibtex]

IR-1309: (2023) Godbole, A.,  Kavarthapu, D.,  Das, R.,  Gong, Z.,  Singhal, A.,  Zamani, H.,  Yu, M.,  Gao, T.,  Guo, X.,  Zaheer, M.,  McCallum, A. and Zarozinski, M., "Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering," EMNLP-IJCNLP Workshop on Machine Reading for Question Answering (MRQA, Best Paper Award), 2019. [View Abstract] [View bibtex]