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2021

Conference Publication

Cohort-based clinical trial retrieval

Koopman, Bevan and Zuccon, Guido (2021). Cohort-based clinical trial retrieval. Australasian Document Computing Symposium, Virtual, 9 December 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3503516.3503529

Cohort-based clinical trial retrieval

2021

Conference Publication

MeSH Term Suggestion for Systematic Review Literature Search

Wang, Shuai, Li, Hang, Scells, Harrisen, Locke, Daniel and Zuccon, Guido (2021). MeSH Term Suggestion for Systematic Review Literature Search. Australasian Document Computing Symposium, Melbourne, VIC, Australia, 9 December 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3503516.3503530

MeSH Term Suggestion for Systematic Review Literature Search

2021

Conference Publication

ActiveEA: Active learning for neural entity alignment

Liu, Bing, Scells, Harrisen, Zuccon, Guido, Hua, Wen and Zhao, Genghong (2021). ActiveEA: Active learning for neural entity alignment. 2021 Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic, November 2021. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2021.emnlp-main.270

ActiveEA: Active learning for neural entity alignment

2021

Conference Publication

Dealing with typos for BERT-based passage retrieval and ranking

Zhuang, Shengyao and Zuccon, Guido (2021). Dealing with typos for BERT-based passage retrieval and ranking. Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, 7 – 11 November 2021. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2021.emnlp-main.225

Dealing with typos for BERT-based passage retrieval and ranking

2021

Conference Publication

Loss-based active learning for named entity recognition

Linh, Le Thai, Nguyen, Minh-Tien, Zuccon, Guido and Demartini, Gianluca (2021). Loss-based active learning for named entity recognition. 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July, 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn52387.2021.9533675

Loss-based active learning for named entity recognition

2021

Conference Publication

BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval

Wang, Shuai, Zhuang, Shengyao and Zuccon, Guido (2021). BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval. The ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR), Canada, 11 July 2021. New York, NY, USA: Association for Computing Machinery, Inc. doi: 10.1145/3471158.3472233

BERT-based Dense Retrievers Require Interpolation with BM25 for Effective Passage Retrieval

2021

Conference Publication

Precision medicine search for paediatric oncology

Koopman, Bevan, Wright, Tracey, Omer, Natacha, McCabe, Veronica and Zuccon, Guido (2021). Precision medicine search for paediatric oncology. 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual, 11 - 15 July, 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3404835.3462792

Precision medicine search for paediatric oncology

2021

Conference Publication

PECAN: a platform for searching chat conversations

Qin, Kunpeng, Scells, Harrisen and Zuccon, Guido (2021). PECAN: a platform for searching chat conversations. SIGIR '21: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual, 11 - 15 July, 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3404835.3462791

PECAN: a platform for searching chat conversations

2021

Conference Publication

Effective and privacy-preserving federated online learning to rank

Wang, Shuyi, Liu, Bing, Zhuang, Shengyao and Zuccon, Guido (2021). Effective and privacy-preserving federated online learning to rank. ACM SIGIR International Conference on the Theory of Information Retrieval, Online, 11 July 2021. New York, NY, USA: Association for Computing Machinery, Inc. doi: 10.1145/3471158.3472236

Effective and privacy-preserving federated online learning to rank

2021

Conference Publication

Big brother: a drop-in website interaction logging service

Scells, Harrisen, Jimmy, and Zuccon, Guido (2021). Big brother: a drop-in website interaction logging service. SIGIR '21: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual, 11 - 15 July, 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3404835.3462781

Big brother: a drop-in website interaction logging service

2021

Conference Publication

Search engines vs. symptom checkers: a comparison of their effectiveness for online health advice

Cross, Sebastian, Mourad, Ahmed, Zuccon, Guido and Koopman, Bevan (2021). Search engines vs. symptom checkers: a comparison of their effectiveness for online health advice. World Wide Web Conference, Ljubljana, Slovenia, 19-23 April 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3442381.3450140

Search engines vs. symptom checkers: a comparison of their effectiveness for online health advice

2021

Conference Publication

Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study

Wang, Shuyi, Zhuang, Shengyao and Zuccon, Guido (2021). Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study. 43rd European Conference on IR Research, ECIR 2021, Online, 28 March – 1 April 2021. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-72240-1_10

Federated Online Learning to Rank with Evolution Strategies: A Reproducibility Study

2021

Conference Publication

Deep query likelihood model for information retrieval

Zhuang, Shengyao, Li, Hang and Zuccon, Guido (2021). Deep query likelihood model for information retrieval. The 43rd European Conference On Information Retrieval (ECIR), Lucca, Italy - online event, March 28–April 1, 2021. Cham, Switzerland: Elsevier. doi: 10.1007/978-3-030-72240-1_49

Deep query likelihood model for information retrieval

2021

Conference Publication

User models, metrics and measures of search: a tutorial on the C/W/L evaluation framework

Azzopardi, Leif, Moffat, Alistair, Thomas, Paul and Zuccon, Guido (2021). User models, metrics and measures of search: a tutorial on the C/W/L evaluation framework. 6th ACM SIGIR Conference on Human Information Interaction and Retrieval, CHIIR 2021, Virtual, 14 - 19 March 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3406522.3446049

User models, metrics and measures of search: a tutorial on the C/W/L evaluation framework

2021

Conference Publication

Diagnosis ranking with knowledge graph convolutional networks

Liu, Bing, Zuccon, Guido, Hua, Wen and Chen, Weitong (2021). Diagnosis ranking with knowledge graph convolutional networks. 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28-April 1 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-72113-8_24

Diagnosis ranking with knowledge graph convolutional networks

2021

Conference Publication

How do online learning to rank methods adapt to changes of intent?

Zhuang, Shengyao and Zuccon, Guido (2021). How do online learning to rank methods adapt to changes of intent?. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Online, 11-15 July. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3404835.3462937

How do online learning to rank methods adapt to changes of intent?

2021

Conference Publication

TILDE: Term Independent Likelihood moDEl for passage re-ranking

Zhuang, Shengyao and Zuccon, Guido (2021). TILDE: Term Independent Likelihood moDEl for passage re-ranking. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Online, 11-15 July 2021. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3404835.3462922

TILDE: Term Independent Likelihood moDEl for passage re-ranking

2021

Conference Publication

Discriminative features generation for mortality prediction in ICU

Pokharel, Suresh, Shi, Zhenkun, Zuccon, Guido and Li, Yu (2021). Discriminative features generation for mortality prediction in ICU. International Conference on Advanced Data Mining and Applications, Foshan, China, 12-14 November 2020. Cham, Switzerland: Springer . doi: 10.1007/978-3-030-65390-3_25

Discriminative features generation for mortality prediction in ICU

2020

Conference Publication

Systematic review automation tools for end-to-end query formulation

Li, Hang, Scells, Harrisen and Zuccon, Guido (2020). Systematic review automation tools for end-to-end query formulation. SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval, Virtual, July 2020. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3397271.3401402

Systematic review automation tools for end-to-end query formulation

2020

Conference Publication

Automatic Boolean query formulation for systematic review literature search

Scells, Harrisen, Zuccon, Guido, Koopman, Bevan and Clark, Justin (2020). Automatic Boolean query formulation for systematic review literature search. WWW '20: The Web Conference 2020, Taipei, Taiwan, April 2020. New York, United States: Association for Computing Machinery. doi: 10.1145/3366423.3380185

Automatic Boolean query formulation for systematic review literature search