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2023 Conference Publication Augmenting passage representations with query generation for enhanced cross-lingual dense retrievalZhuang, Shengyao, Shou, Linjun and Zuccon, Guido (2023). Augmenting passage representations with query generation for enhanced cross-lingual dense retrieval. 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Taiwan, 23 - 27 July 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3539618.3591952 |
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2023 Journal Article Artificial Intelligence in Evidence-based Medicine:Challenges and OpportunitiesLi, Xue, Zou, Catherine, Boots, Robert, Wang, Sen, Chen, Weitong and Zuccon, Guido (2023). Artificial Intelligence in Evidence-based Medicine:Challenges and Opportunities. World Scientific Annual Review of Artificial Intelligence, 01. doi: 10.1142/s2811032323300025 |
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2023 Journal Article Efficient diversification for recommending aggregate data visualizationsSharaf, Mohamed A., Mafrur, Rischan and Zuccon, Guido (2023). Efficient diversification for recommending aggregate data visualizations. IEEE Access, 11, 1-1. doi: 10.1109/access.2023.3283457 |
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2023 Conference Publication Leveraging Semantic Type Dependencies for Clinical Named Entity RecognitionLe, Linh, Zuccon, Guido, Demartini, Gianluca, Zhao, Genghong and Zhang, Xia (2023). Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition. AMIA 2022 Annual Symposium, Washington, DC United States, 5-9 November 2022. Bethesda, MD United States: American Medical Informatics Association. |
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2023 Conference Publication A Reproducibility Study of Question Retrieval for Clarifying QuestionsCross, Sebastian, Zuccon, Guido and Mourad, Ahmed (2023). A Reproducibility Study of Question Retrieval for Clarifying Questions. 45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2-6 April 2023. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-28241-6_3 |
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2023 Conference Publication AgAsk: A conversational search agent for answering agricultural questionsLi, Hang, Koopman, Bevan, Mourad, Ahmed and Zuccon, Guido (2023). AgAsk: A conversational search agent for answering agricultural questions. 16th ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 - 3 March 2023. New York, NY United States: ACM. doi: 10.1145/3539597.3573034 |
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2023 Conference Publication MeSH suggester: a library and system for MeSH term suggestion for systematic review Boolean query constructionWang, Shuai, Li, Hang and Zuccon, Guido (2023). MeSH suggester: a library and system for MeSH term suggestion for systematic review Boolean query construction. Sixteenth ACM International Conference on Web Search and Data Mining, Singapore, Singapore, 27 February - 3 March 2023. New York, NY, United States: ACM. doi: 10.1145/3539597.3573025 |
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2023 Conference Publication Dependency-aware self-training for entity alignmentLiu, Bing, Lan, Tiancheng, Hua, Wen and Zuccon, Guido (2023). Dependency-aware self-training for entity alignment. WSDM '23: The Sixteenth ACM International Conference on Web Search and Data Mining, Singapore, Singapore, 27 February-3 March 2023. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3539597.3570370 |
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2023 Journal Article Pseudo relevance feedback with deep language models and dense retrievers: successes and pitfallsLi, Hang, Mourad, Ahmed, Zhuang, Shengyao, Koopman, Bevan and Zuccon, Guido (2023). Pseudo relevance feedback with deep language models and dense retrievers: successes and pitfalls. ACM Transactions on Information Systems, 41 (3) 62, 1-40. doi: 10.1145/3570724 |
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2023 Conference Publication Pretrained language models rankers on private data: is online and federated learning the solution?Zuccon, Guido (2023). Pretrained language models rankers on private data: is online and federated learning the solution?. DESIRES 2022: Design of Experimental Search & Information REtrieval Systems, San Jose, CA, United States, 30-31 August 2022. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen Lehrstuhl Informatik. |
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2023 Conference Publication Convolutional Persistence as a Remedy to Neural Model AnalysisKhramtsova, Ekaterina, Zuccon, Guido, Wang, Xi and Baktashmotlagh, Mahsa (2023). Convolutional Persistence as a Remedy to Neural Model Analysis. International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 25-27 April 2023. Brookline, MA United States: ML Research Press. |
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2023 Conference Publication Open-source large language models are strong zero-shot query likelihood models for document rankingZhuang, Shengyao, Liu, Bing, Koopman, Bevan and Zuccon, Guido (2023). Open-source large language models are strong zero-shot query likelihood models for document ranking. Conference on Empirical Methods in Natural Language Processing, Singapore, 6-10 December 2023. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2023.findings-emnlp.590 |
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2023 Conference Publication Dr ChatGPT tell me what I want to hear: how different prompts impact health answer correctnessKoopman, Bevan and Zuccon, Guido (2023). Dr ChatGPT tell me what I want to hear: how different prompts impact health answer correctness. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 6-10 December 2023. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2023.emnlp-main.928 |
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2022 Conference Publication The task: distinguishing tasks and sessions in legal information retrievalWiggers, Gineke and Zuccon, Guido (2022). The task: distinguishing tasks and sessions in legal information retrieval. ADCS '22: Australasian Document Computing Symposium, Adelaide, SA, Australia, 15-16 December 2022. New York, United States: Association for Computing Machinery. doi: 10.1145/3572960.3572983 |
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2022 Conference Publication Neural rankers for effective screening prioritisation in medical systematic review literature searchWang, Shuai, Scells, Harrisen, Koopman, Bevan and Zuccon, Guido (2022). Neural rankers for effective screening prioritisation in medical systematic review literature search. 26th Australasian Document Computing Symposium, Adelaide, SA, Australia, 15-16 December 2022. New York, NY, United States: ACM. doi: 10.1145/3572960.3572980 |
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2022 Conference Publication Pseudo-relevance feedback with dense retrievers in PyseriniLi, Hang, Zhuang, Shengyao, Ma, Xueguang, Lin, Jimmy and Zuccon, Guido (2022). Pseudo-relevance feedback with dense retrievers in Pyserini. ADCS '22: Australasian Document Computing Symposium, Adelaide, SA, Australia, 15-16 December 2022. New York, United States: Association for Computing Machinery. doi: 10.1145/3572960.3572982 |
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2022 Conference Publication Robustness of neural rankers to typos: a comparative studyZhuang, Shengyao, Mao, Xinyu and Zuccon, Guido (2022). Robustness of neural rankers to typos: a comparative study. 26th Australasian Document Computing Symposium, Adelaide, SA, Australia, 15-16 December 2022. New York, NY, United States: ACM. doi: 10.1145/3572960.3572981 |
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2022 Conference Publication Guiding Neural Entity Alignment with CompatibilityLiu, Bing, Scells, Harrisen, Hua, Wen, Zuccon, Guido, Zhao, Genghong and Zhang, Xia (2022). Guiding Neural Entity Alignment with Compatibility. 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, 7-11 December 2022. Stroudsburg, PA United States: Association for Computational Linguistics. doi: 10.18653/v1/2022.emnlp-main.32 |
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2022 Journal Article Automated MeSH term suggestion for effective query formulation in systematic reviews literature searchWang, Shuai, Scells, Harrisen, Koopman, Bevan and Zuccon, Guido (2022). Automated MeSH term suggestion for effective query formulation in systematic reviews literature search. Intelligent Systems with Applications, 16 200141, 1-14. doi: 10.1016/j.iswa.2022.200141 |
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2022 Conference Publication SCC - a test collection for search in chat conversationsSabei, Ismail, Mourad, Ahmed and Zuccon, Guido (2022). SCC - a test collection for search in chat conversations. 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA USA, 17-21 October 2022. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/3511808.3557692 |
