CIIR publications authored by Zhiqi Huang


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-1326: (2024) Huang, Z.,  Yu, P.,  Ravfogel, S. and Allan, J., "Language Concept Erasure for Language-invariant Dense Retrieval," in the Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Association for Computational Linguistics, Miami, Florida, November 12 –16, 2024, pp. 13261-13273. [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-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-1298: (2023) Huang, Z.,  Zeng, H.,  Allan, J. and Zamani, H., "Soft Prompt Decoding for Multilingual Dense Retrieval," in Proceedings of The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Taiwan, July 23-27, 2023, pp. 1208-1218. [View Abstract] [View bibtex]

IR-1295: (2022) Huang, Z.,  Yu, P. and Allan, J., "Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation," in the Proceedings of Web Search and Data Mining (WSDM ’23), Singapore, February 27-March 3, 2023, pp. 1048-1056. [View Abstract] [View bibtex]

IR-1290: (2022) Huang, Z.,  Naseri, S.,  Bonab, H.,  Sarwar, S. and Allan, J., "Hierarchical Transformer-based Query by Multiple Documents," in Proceedings of The 13th International Conference on the Theory of Information Retrieval (ICTIR 2023), Taipei, Taiwan, July 23, 2023, pp. 105–115. [View Abstract] [View bibtex]

IR-1261: (2021) Huang, Z.,  Bonab, H.,  Sarwar, S.,  Rahimi, N. and Allan, J., "Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval," in Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), Queensland, Australia November 1–5, 2021, pp.760-770. [View Abstract] [View bibtex]

IR-1230: (2020) Huang, Z.,  Rahimi, N.,  Yu, P.,  Shang, J. and Allan, J., "AutoName: A Corpus-Based Set Naming Framework ," in the Proceedings of The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21), July 11-15, 2021, pp. 2101–2105. [View Abstract] [View bibtex]

IR-1211: (2020) Yu, P.,  Rahimi, N.,  Huang, Z. and Allan, J., "Learning to Rank Entities for Set Expansion from Unstructured Data ," in the Proceedings of the International Conference on the Theory of Information Retrieval (ICTIR 2020), Stavanger, Norway, September 14-18, 2020, pp. 21-28. [View Abstract] [View bibtex]

IR-1177: (2019) Yu, P.,  Huang, Z.,  Rahimi, N. and Allan, J., "Corpus-based Set Expansion with Lexical Features and Distributed Representations," in the Proceedings of The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, July 21-25, 2019, pp. 1153-1156. [View Abstract] [View bibtex]