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2026 Conference Publication APD: Ad persuasion dashboard — Insights into Facebook political campaign strategiesMeguellati, Elyas, Civelli, Stefano, Sadiq, Shazia and Demartini, Gianluca (2026). APD: Ad persuasion dashboard — Insights into Facebook political campaign strategies. Twentieth International AAAI Conference on Web and Social Media, Los Angeles, CA, United States, 27-29 May 2026. Washington, DC, United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v20i1.42807 |
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2026 Conference Publication Subdata: bridging heterogeneous datasets to enable theory-driven evaluation of political and demographic perspectives in LLMSBernardelle, Pietro, Froehling, Leon, Civelli, Stefano and Demartini, Gianluca (2026). Subdata: bridging heterogeneous datasets to enable theory-driven evaluation of political and demographic perspectives in LLMS. The fifth edition of the Workshop on Perspectivist Approaches to NLP (NLPerspectives 2026), Palma, Spain, 11 - 16 May 2026. Paris, France: European Language Resources Association (ELRA). doi: 10.63317/2uppkbro3uvq |
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2026 Journal Article Ideology-based LLMs for content moderationCivelli, Stefano, Bernardelle, Pietro, Pratama, Nardiena A. and Demartini, Gianluca (2026). Ideology-based LLMs for content moderation. ACM Transactions on Intelligent Systems and Technology. doi: 10.1145/3810946 |
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2026 Conference Publication Large language models as assessors: on the impact of relevance scalesZamolo, Riccardo, Lunardi, Riccardo, Soprano, Michael, Demartini, Gianluca, Mizzaro, Stefano and Roitero, Kevin (2026). Large language models as assessors: on the impact of relevance scales. 48th European Conference on Information Retrieval, Delft, The Netherlands, 29 March-2 April 2026. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-032-21300-6_24 |
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2026 Journal Article The impact of AI-generated content on decision making for topics requiring expertiseLi, Shangqian, Chen, Tianwa and Demartini, Gianluca (2026). The impact of AI-generated content on decision making for topics requiring expertise. Human Behavior and Emerging Technologies, 2026 (1) 3410621, 1-13. doi: 10.1155/hbe2/3410621 |
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2026 Conference Publication The effect of document summarization on LLM-based relevance judgmentsMohtadi, Samaneh, Roitero, Kevin, Mizzaro, Stefano and Demartini, Gianluca (2026). The effect of document summarization on LLM-based relevance judgments. 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, 29 March - 2 April 2026. Heidelberg, Germany: Springer. doi: 10.1007/978-3-032-21300-6_5 |
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2026 Conference Publication A shared geometry of difficulty in multilingual language modelsCivelli, Stefano, Bernardelle, Pietro, Brunello, Nicolò and Demartini, Gianluca (2026). A shared geometry of difficulty in multilingual language models. 64th Association for Computational Linguistics Meeting-ACL-Annual, San Diego, CA, United States, 02-07 July, 2026. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2026.acl-short.66 |
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2026 Conference Publication 18th ACM web science conference 2026: celebrating 20 yearsof web scienceBalke, Wolf-Tilo, Plotzky, Florian, Demartini, Gianluca, Dietze, Stefan, Golbeck, Jennifer, Kaiser, Sierra and Rezapour, Rezvaneh (2026). 18th ACMWeb Science Conference 2026. 18th Web Science Conference-WEBSCI-Annual, Braunschweig Germany, May 26-29, 2026. NEW YORK: ASSOC COMPUTING MACHINERY. |
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2026 Conference Publication Query–document dense vectors for LLM relevance judgment bias analysisMohtadi, Samaneh and Demartini, Gianluca (2026). Query–document dense vectors for LLM relevance judgment bias analysis. 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, 29 March - 2 April 2026. Heidelberg, Germany: Springer. doi: 10.1007/978-3-032-21300-6_6 |
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2026 Journal Article Investigating 3D selection performance while running in extended reality: an in-depth study of the effect of speedLi, Ang, Knibbe, Jarrod, Tatsuzawa, Kiichiro, Demartini, Gianluca, Viller, Stephen, Wallis, Guy, Stuerzlinger, Wolfgang and Cordeil, Maxime (2026). Investigating 3D selection performance while running in extended reality: an in-depth study of the effect of speed. IEEE Transactions on Visualization and Computer Graphics, 1-13. doi: 10.1109/tvcg.2026.3722681 |
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2025 Journal Article Denoising pretrained black-box models via amplitude-guided phase realignmentNi, Hongliang, Chen, Tong, Sadiq, Shazia and Demartini, Gianluca (2025). Denoising pretrained black-box models via amplitude-guided phase realignment. Transactions on Machine Learning Research, December-2025, 1-16. |
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2025 Journal Article Running with data: a survey of the current research and a design exploration of future immersive visualisationsLi, Ang, Perin, Charles, Demartini, Gianluca, Viller, Stephen, Knibbe, Jarrod and Cordei, Maxime (2025). Running with data: a survey of the current research and a design exploration of future immersive visualisations. IEEE Transactions on Visualization and Computer Graphics, 32 (1), 1076-1086. doi: 10.1109/tvcg.2025.3634631 |
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2025 Journal Article Natural language processing for the legal domain: a survey of tasks, datasets, models, and challengesAriai, Farid, Mackenzie, Joel and Demartini, Gianluca (2025). Natural language processing for the legal domain: a survey of tasks, datasets, models, and challenges. ACM Computing Surveys, 58 (6) 163, 1-37. doi: 10.1145/3777009 |
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2025 Journal Article Provoking critical thinking: using counter-arguments in online discussion summarisationLi, Shangqian, Han, Lei and Demartini, Gianluca (2025). Provoking critical thinking: using counter-arguments in online discussion summarisation. Information Processing and Management, 62 (6) 104258, 1-18. doi: 10.1016/j.ipm.2025.104258 |
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2025 Journal Article Enhancing media literacy: the effectiveness of (Human) annotations and bias visualizations on bias detectionSpinde, Timo, Wu, Fei, Gaissmaier, Wolfgang, Demartini, Gianluca, Echizen, Isao and Giese, Helge (2025). Enhancing media literacy: the effectiveness of (Human) annotations and bias visualizations on bias detection. Information Processing and Management, 62 (6) 104244. doi: 10.1016/j.ipm.2025.104244 |
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2025 Conference Publication Exploring Wikipedia gender diversity over time — The Wikipedia Gender Dashboard (WGD)Yunus, Yahya, Chen, Tianwa and Demartini, Gianluca (2025). Exploring Wikipedia gender diversity over time — The Wikipedia Gender Dashboard (WGD). WWW'25, Sydney, NSW Australia, 28 April - 2 May 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3701716.3715175 |
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2025 Journal Article The interaction between emotion dynamics and opinion changes in the era of generative AILi, Shangqian, Fan, Shaoyang and Demartini, Gianluca (2025). The interaction between emotion dynamics and opinion changes in the era of generative AI. Computers in Human Behavior Reports, 19 100722, 1-18. doi: 10.1016/j.chbr.2025.100722 |
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2025 Conference Publication Preaching to the ChoIR: lessons IR should share with AIDemartini, Gianluca, Hauff, Claudia, Lease, Matthew, Mizzaro, Stefano, Roitero, Kevin, Sanderson, Mark, Scholer, Falk, Shah, Chirag, Spina, Damiano, Thomas, Paul, de Vries, Arjen P. and Zuccon, Guido (2025). Preaching to the ChoIR: lessons IR should share with AI. ICTIR '25: International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, Padua, Italy, 18 July 2025. New York, NY USA: ACM. doi: 10.1145/3731120.3744612 |
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2025 Conference Publication How do experts make sense of integrated process models?Chen, Tianwa, Weber, Barbara, Shanks, Graeme, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2025). How do experts make sense of integrated process models?. 37th International Conference, CAiSE 2025, Vienna, Austria, 16-20 June 2025. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-94571-7_1 |
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2025 Conference Publication LLM-Based Semantic Augmentation for Harmful Content DetectionMeguellati, Elyas, Zeghina, Assaad, Sadiq, Shazia and Demartini, Gianluca (2025). LLM-Based Semantic Augmentation for Harmful Content Detection. Nineteenth International AAAI Conference on Web and Social Media, Copenhagen, Denmark, 23-26 June 2025. Washington, DC United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v19i1.35868 |
