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2024 Conference Publication Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aidSai, Catherine, Sadiq, Shazia, Han, Lei, Demartini, Gianluca and Rinderle-Ma, Stefanie (2024). Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aid. 18th International Conference, RCIS 2024, Guimarães, Portugal, 14-17 May 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-59465-6_11 |
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2023 Conference Publication Exploring data workers’ behaviours in data quality discoveryChen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). Exploring data workers’ behaviours in data quality discovery. Australasian Conferences on Information Systems 2023, Wellington, New Zealand, 5-8 December 2023. Atlanta, GA USA: Association for Information Systems. |
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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 Perspectives on large language models for relevance judgmentFaggioli, Guglielmo, Dietz, Laura, Clarke, Charles L. A., Demartini, Gianluca, Hagen, Matthias, Hauff, Claudia, Kando, Noriko, Kanoulas, Evangelos, Potthast, Martin, Stein, Benno and Wachsmuth, Henning (2023). Perspectives on large language models for relevance judgment. 13th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR), Taipei, Taiwan, 23 July 2023. New York, United States: Association for Computing Machinery. doi: 10.1145/3578337.3605136 |
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2023 Conference Publication On the impact of data quality on image classification fairnessBarry, Aki, Han, Lei and Demartini, Gianluca (2023). On the impact of data quality on image classification fairness. SIGIR '23: The 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: 10.1145/3539618.3592031 |
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2023 Journal Article A data-driven analysis of behaviors in data curation processesHan, Lei, Chen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). A data-driven analysis of behaviors in data curation processes. ACM Transactions on Information Systems, 41 (3) 72, 1-35. doi: 10.1145/3567419 |
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2023 Conference Publication Firearms on Twitter: A novel object detection pipelineHarvey, Ryan, Lebret, Rémi, Massonnet, Stéphane, Aberer, Karl and Demartini, Gianluca (2023). Firearms on Twitter: A novel object detection pipeline. Seventeenth International AAAI Conference on Web and Social Media, Limassol, Cyprus, 5–8 June 2023. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/icwsm.v17i1.22221 |
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2023 Journal Article DataOps-4G: on supporting generalists in data quality discoveryYu, Shaochen, Chen, Tianwa, Han, Lei, Demartini, Gianluca and Sadiq, Shazia (2023). DataOps-4G: on supporting generalists in data quality discovery. IEEE Transactions on Knowledge and Data Engineering, 35 (5), 4668-4681. doi: 10.1109/tkde.2022.3151605 |
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2023 Conference Publication The community notes observatory: can crowdsourced fact-checking be trusted in practice?Righes, Luca, Saeed, Mohammed, Demartini, Gianluca and Papotti, Paolo (2023). The community notes observatory: can crowdsourced fact-checking be trusted in practice?. WW '23 Companion: ACM Web Conference 2023, Austin, TX, United States, 30 April - 4 May 2023. New York, NY, United States: ACM. doi: 10.1145/3543873.3587340 |
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2023 Conference Publication Human-in-the-loop regular expression extraction for single column format inconsistencyYu, Shaochen, Han, Lei, Indulska, Marta, Sadiq, Shazia and Demartini, Gianluca (2023). Human-in-the-loop regular expression extraction for single column format inconsistency. WWW '23: ACM Web Conference 2023, Austin, TX, United States, 30 April - 4 May 2023. New York, United States: Association for Computing Machinery. doi: 10.1145/3543507.3583515 |
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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 Journal Article On the role of human and machine metadata in relevance judgment tasksXu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2023). On the role of human and machine metadata in relevance judgment tasks. Information Processing and Management, 60 (2) 103177, 1-14. doi: 10.1016/j.ipm.2022.103177 |
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2023 Other Outputs MELArt: Multimodal Entity Linking Evaluation Dataset for Art (Version 1.0)Demartini, Gianluca, Le, Linh, Krestel, Ralf and Sierra, Alejandro (2023). MELArt: Multimodal Entity Linking Evaluation Dataset for Art (Version 1.0). The University of Queensland. (Dataset) doi: 10.48610/2a8ef30 |
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2023 Other Outputs UQ Single Column Format Inconsistency DatasetsDemartini, Gianluca, Chen, Tianwa, Sadiq, Shazia, Fan, Shaoyang, Xu, Jiechen, Han, Lei and Yu, Shaochen (2023). UQ Single Column Format Inconsistency Datasets. The University of Queensland. (Dataset) doi: 10.48610/0ab54e7 |
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2022 Journal Article Combining human and machine confidence in truthfulness assessmentQu, Yunke, Barbera, David La, Roitero, Kevin, Mizzaro, Stefano, Spina, Damiano and Demartini, Gianluca (2022). Combining human and machine confidence in truthfulness assessment. Journal of Data and Information Quality, 15 (1) 5, 1-17. doi: 10.1145/3546916 |
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2022 Journal Article Task design in complex crowdsourcing experiments: Item assignment optimizationCeschia, Sara, Roitero, Kevin, Demartini, Gianluca, Mizzaro, Stefano, Di Gaspero, Luca and Schaerf, Andrea (2022). Task design in complex crowdsourcing experiments: Item assignment optimization. Computers and Operations Research, 148 105995, 1-13. doi: 10.1016/j.cor.2022.105995 |
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2022 Journal Article Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022Demartini, Gianluca, Yang, Jie and Sadiq, Shazia (2022). Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022. ACM SIGIR Forum, 56 (2), 1-8. doi: 10.1145/3582900.3582921 |
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2022 Conference Publication Automatic identification of 5C vaccine behaviour on social mediaSampath Kumar, Ajay Hemanth, Shausan, Aminath, Demartini, Gianluca and Rahimi, Afshin (2022). Automatic identification of 5C vaccine behaviour on social media. Eighth Workshop on Noisy User-generated Text (W-NUT 2022), Gyeongju, Republic of Korea, 12-17 October 2022. Gyeongju, Republic of Korea: International Conference on Computational Linguistics. |
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2022 Conference Publication Crowdsourced fact-checking at Twitter : how does the crowd compare with experts?Saeed, Mohammed, Traub, Nicolas, Nicolas, Maelle, Demartini, Gianluca and Papotti, Paolo (2022). Crowdsourced fact-checking at Twitter : how does the crowd compare with experts?. 31st ACM International Conference on Information & Knowledge, Atlanta, GA USA, 17-21 October 2022. New York, NY, USA: ACM. doi: 10.1145/3511808.3557279 |
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2022 Conference Publication Workshop on human-in-the-loop data curationDemartini, Gianluca, Yang, Jie and Sadiq, Shazia (2022). Workshop on human-in-the-loop data curation. 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, United States, 17-21 October 2022. New York, NY, United States: ACM. doi: 10.1145/3511808.3557498 |
