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2019 Journal Article Consumer health search on the web: study of web page understandability and its integration in ranking algorithmsPalotti, Joao, Zuccon, Guido and Hanbury, Allan (2019). Consumer health search on the web: study of web page understandability and its integration in ranking algorithms. Journal of Medical Internet Research, 21 (1) e10986, e10986. doi: 10.2196/10986 |
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2018 Journal Article Payoffs and pitfalls in using knowledge-bases for consumer health searchJimmy, Zuccon, Guido and Koopman, Bevan (2018). Payoffs and pitfalls in using knowledge-bases for consumer health search. Information Retrieval Journal, 22 (3-4), 350-394. doi: 10.1007/s10791-018-9344-z |
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2018 Journal Article Recursive module extraction using louvain and pagerankPerrin, Dimitri and Zuccon, Guido (2018). Recursive module extraction using louvain and pagerank. F1000Research, 7 (1286) 1286, 1-11. doi: 10.12688/f1000research.15845.1 |
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2024 Journal Article ACM SIGIR 2024 Chairs' WelcomeHui Yang, Grace, Wang, Hongning, Han, Sam, Hauff, Claudia, Zuccon, Guido and Zhang, Yi (2024). ACM SIGIR 2024 Chairs' Welcome. SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, iii-v. doi: 10.1145/3626772 |
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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 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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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 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 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 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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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 Journal Article Reinforcement online learning to rank with unbiased reward shapingZhuang, Shengyao, Qiao, Zhihao and Zuccon, Guido (2022). Reinforcement online learning to rank with unbiased reward shaping. Information Retrieval Journal, 25 (4), 1-28. doi: 10.1007/s10791-022-09413-y |
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2021 Journal Article Do better search engines really equate to better clinical decisions? If not, why not?van der Vegt, Anton, Zuccon, Guido and Koopman, Bevan (2021). Do better search engines really equate to better clinical decisions? If not, why not?. Journal of the Association for Information Science and Technology, 72 (2) asi.24398, 141-155. doi: 10.1002/asi.24398 |
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2020 Journal Article A comparison of automatic Boolean query formulation for systematic reviewsScells, Harrisen, Zuccon, Guido and Koopman, Bevan (2020). A comparison of automatic Boolean query formulation for systematic reviews. Information Retrieval Journal, 24 (1), 3-28. doi: 10.1007/s10791-020-09381-1 |
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2020 Journal Article How searching under time pressure impacts clinical decision makingVan der Vegt, Anton, Zuccon, Guido, Koopman, Bevan and Deacon, Anthony (2020). How searching under time pressure impacts clinical decision making. Journal of the Medical Library Association, 108 (4), 564-573. doi: 10.5195/jmla.2020.915 |
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2020 Journal Article Temporal tree representation for similarity computation between medical patientsPokharel, Suresh, Zuccon, Guido, Li, Xue, Utomo, Chandra Prasetyo and Li, Yu (2020). Temporal tree representation for similarity computation between medical patients. Artificial Intelligence in Medicine, 108 101900, 101900. doi: 10.1016/j.artmed.2020.101900 |
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2020 Journal Article Learning inter-sentence, disorder-centric, biomedical relationships from medical literaturevan der Vegt, Anton H., Zuccon, Guido and Koopman, Bevan (2020). Learning inter-sentence, disorder-centric, biomedical relationships from medical literature. AMIA Annual Symposium. Proceedings, 2019, 1216-1225. |
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2019 Journal Article Fixed-cost pooling strategiesLipani, Aldo, Losada, David E., Zuccon, Guido and Lupu, Mihai (2019). Fixed-cost pooling strategies. IEEE Transactions on Knowledge and Data Engineering, 14 (8) 8868196, 1-1. doi: 10.1109/tkde.2019.2947049 |
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2019 Journal Article Health cards to assist decision making in consumer health searchJimmy, , Zuccon, Guido, Demartini, Gianluca and Koopman, Bevan (2019). Health cards to assist decision making in consumer health search. AMIA Annual Symposium. Proceedings, 2019, 1091-1100. |
