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2024 Journal Article The new paradigm in machine learning – foundation models, large language models and beyond: a primer for physiciansScott, Ian A. and Zuccon, Guido (2024). The new paradigm in machine learning – foundation models, large language models and beyond: a primer for physicians. Internal Medicine Journal, 54 (5), 705-715. doi: 10.1111/imj.16393 |
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2024 Conference Publication CoLAL: Co-learning active learning for text classificationLe, Linh, Zhao, Genghong, Zhang, Xia, Zuccon, Guido and Demartini, Gianluca (2024). CoLAL: Co-learning active learning for text classification. Thirty-Eighth AAAI Conference on Artificial Intelligence, Vancouver, BC Canada, 20–27 February 2024. Washington, DC United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v38i12.29235 |
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2024 Conference Publication How to Forget Clients in Federated Online Learning to Rank?Wang, Shuyi, Liu, Bing and Zuccon, Guido (2024). How to Forget Clients in Federated Online Learning to Rank?. 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, Scotland, 24 - 28 March 2024. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-56063-7_7 |
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2024 Journal Article AgAsk: an agent to help answer farmer’s questions from scientific documentsKoopman, Bevan, Mourad, Ahmed, Li, Hang, van der Vegt, Anton, Zhuang, Shengyao, Gibson, Simon, Dang, Yash, Lawrence, David and Zuccon, Guido (2024). AgAsk: an agent to help answer farmer’s questions from scientific documents. International Journal on Digital Libraries, 25 (4), 569-584. doi: 10.1007/s00799-023-00369-y |
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2024 Book Chapter A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TARMao, Xinyu, Koopman, Bevan and Zuccon, Guido (2024). A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR. Lecture Notes in Computer Science. (pp. 132-146) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-031-56066-8_13 |
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2024 Conference Publication Stochastic Featurization for Active LearningLe, Linh, Nguyen, Minh-Tien, Tran, Khai Phan, Zhao, Genghong, Xia, Zhang, Zuccon, Guido and Demartini, Gianluca (2024). Stochastic Featurization for Active Learning. Second International Workshop, TAI4H 2024, Jeju, South Korea, 4 August 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-67751-9_5 |
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2024 Conference Publication Zero-shot generative large language models for systematic review screening automationWang, Shuai, Scells, Harrisen, Zhuang, Shengyao, Potthast, Martin, Koopman, Bevan and Zuccon, Guido (2024). Zero-shot generative large language models for systematic review screening automation. 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, United Kingdom, 24-28 March 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-56027-9_25 |
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2023 Journal Article Why clinical artificial intelligence is (almost) non-existent in Australian hospitals and how to fix itvan der Vegt, Anton, Campbell, Victoria and Zuccon, Guido (2023). Why clinical artificial intelligence is (almost) non-existent in Australian hospitals and how to fix it. Medical Journal of Australia, 220 (4), 172-175. doi: 10.5694/mja2.52195 |
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2023 Conference Publication Selecting which dense retriever to use for zero-shot searchKhramtsova, Ekaterina, Zhuang, Shengyao, Baktashmotlagh, Mahsa, Wang, Xi and Zuccon, Guido (2023). Selecting which dense retriever to use for zero-shot search. SIGIR-AP 2023 - Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Beijing, China, 26-28 November 2023. New York, United States: Association for Computing Machinery. doi: 10.1145/3624918.3625330 |
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2023 Conference Publication Generating natural language queries for more effective systematic review screening prioritisationWang, Shuai, Scells, Harrisen, Koopman, Bevan, Potthast, Martin and Zuccon, Guido (2023). Generating natural language queries for more effective systematic review screening prioritisation. SIGIR-AP 2023 - Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Beijing, China, 26 - 28 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3624918.3625322 |
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2023 Conference Publication ChatGPT hallucinates when attributing answersZuccon, Guido, Koopman, Bevan and Shaik, Razia (2023). ChatGPT hallucinates when attributing answers. SIGIR-AP 2023 - Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Beijing, China, 26 - 28 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3624918.3625329 |
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2023 Conference Publication Typos-aware bottlenecked pre-training for robust dense retrievalZhuang, Shengyao, Shou, Linjun, Pei, Jian, Gong, Ming, Ren, Houxing, Zuccon, Guido and Jiang, Daxin (2023). Typos-aware bottlenecked pre-training for robust dense retrieval. SIGIR-AP '23: Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Beijing, China, 26 - 28 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3624918.3625324 |
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2023 Conference Publication Annotating data for fine-tuning a neural ranker? Current active learning strategies are not better than random selectionAlthammer, Sophia, Zuccon, Guido, Hofstätter, Sebastian, Verberne, Suzan and Hanbury, Allan (2023). Annotating data for fine-tuning a neural ranker? Current active learning strategies are not better than random selection. SIGIR-AP 2023 - Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Beijing, China, 26 - 28 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3624918.3625333 |
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2023 Journal Article Active learning with feature matching for clinical named entity recognitionLe, Linh, Demartini, Gianluca, Zuccon, Guido, Zhao, Genghong and Zhang, Xia (2023). Active learning with feature matching for clinical named entity recognition. Natural Language Processing Journal, 4 100015, 1-11. doi: 10.1016/j.nlp.2023.100015 |
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2023 Conference Publication An analysis of untargeted poisoning attack and defense methods for federated online learning to rank systemsWang, Shuyi and Zuccon, Guido (2023). An analysis of untargeted poisoning attack and defense methods for federated online learning to rank systems. ICTIR '23: The 2023 ACM SIGIR International Conference on the Theory of Information Retrieval, Taipei, Taiwan, 23 July 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3578337.3605117 |
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2023 Conference Publication Exploring the representation power of SPLADE modelsMackenzie, Joel, Zhuang, Shengyao and Zuccon, Guido (2023). Exploring the representation power of SPLADE models. ICTIR '23: The 2023 ACM SIGIR International Conference on the Theory of Information Retrieval, Taipei, Taiwan, 23 July 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3578337.3605129 |
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2023 Conference Publication Outcome-based evaluation of systematic review automationKusa, Wojciech, Zuccon, Guido, Knoth, Petr and Hanbury, Allan (2023). Outcome-based evaluation of systematic review automation. ICTIR '23: The 2023 ACM SIGIR International Conference on the Theory of Information Retrieval, Taipei, Taiwan, 23 July 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3578337.3605135 |
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2023 Conference Publication Beyond CO2 emissions: the overlooked impact of water consumption of information retrieval modelsZuccon, Guido, Scells, Harrisen and Zhuang, Shengyao (2023). Beyond CO2 emissions: the overlooked impact of water consumption of information retrieval models. ICTIR '23: The 2023 ACM SIGIR International Conference on the Theory of Information Retrieval, Taipei, Taiwan, 23 July 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3578337.3605121 |
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2023 Conference Publication Balanced topic aware sampling for effective dense retriever: a reproducibility studyWang, Shuai and Zuccon, Guido (2023). Balanced topic aware sampling for effective dense retriever: a reproducibility study. 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: 10.1145/3539618.3591915 |
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2023 Conference Publication Can ChatGPT write a good Boolean query for systematic review literature search?Wang, Shuai, Scells, Harrisen, Koopman, Bevan and Zuccon, Guido (2023). Can ChatGPT write a good Boolean query for systematic review literature search?. 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: 10.1145/3539618.3591703 |
