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2026 Conference Publication Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement LearningZhuang, Shengyao, Ma, Xueguang, Yao, Zheng, Wang, Shuai, Koopman, Bevan, Lin, Jimmy and Zuccon, Guido (2026). Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning. New York, NY, USA: ACM. doi: 10.1145/3805712.3809961 |
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2026 Conference Publication Evalugator — Rapid, agile development and evaluation of Retrieval Augmented Generation systems without labelsKoopman, Bevan, Li, Hang, Wang, Shuai and Zuccon, Guido (2026). Evalugator — Rapid, agile development and evaluation of Retrieval Augmented Generation systems without labels. 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, Mar 29 - Apr 02, 2026. Cham, Switzerland: Springer. doi: 10.1007/978-3-032-21321-1_8 |
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2026 Conference Publication Automated chest X-ray report generation remains unsolvedZhang, Xiaoman, Acosta, Julian Nicolas, Yang, Xiaoli, Adithan, Subathra, Luo, Luyang, Zhou, Hong-Yu, Miller, Joshua, Huang, Ouwen, Zhou, Zongwei, Hamamci, Ibrahim Ethem, Bannur, Shruthi, Bouzid, Kenza, Zhang, Xi, Meng, Zaiqiao, Nicolson, Aaron, Koopman, Bevan, Baek, Inhyeok, Ko, Hanbin, Ranjit, Mercy Prasanna, Srivastav, Shaury, Sambanthan, Sriram Gnana and Rajpurkar, Pranav (2026). Automated chest X-ray report generation remains unsolved. 31st Pacific Symposium on Biocomputing 2026, Kohala Coast, Hawaii, USA, 3-7 January 2026. Singapore: World Scientific. doi: 10.1142/9789819824755_0017 |
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2026 Conference Publication AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query GenerationWang, Shuai, Scells, Harrisen, Koopman, Bevan and Zuccon, Guido (2026). AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation. Stroudsburg, PA, USA: Association for Computational Linguistics. doi: 10.18653/v1/2026.eacl-long.68 |
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2025 Conference Publication SIGIR-AP 2025 Tutorial on Retrieval and Ranking with LLMs (R <sup>2</sup> LLMs)Zuccon, Guido, Zhuang, Shengyao, Ma, Xueguang and Koopman, Bevan (2025). SIGIR-AP 2025 Tutorial on Retrieval and Ranking with LLMs (R 2 LLMs). New York, NY, USA: ACM. doi: 10.1145/3767695.3769522 |
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2025 Conference Publication Document screenshot retrievers are vulnerable to pixel poisoning attacksZhuang, Shengyao, Khramtsova, Ekaterina, Ma, Xueguang, Koopman, Bevan, Lin, Jimmy and Zuccon, Guido (2025). Document screenshot retrievers are vulnerable to pixel poisoning attacks. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3730056 |
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2025 Conference Publication Reassessing Large Language Model Boolean query generation for systematic reviewsWang, Shuai, Scells, Harrisen, Koopman, Bevan and Zuccon, Guido (2025). Reassessing Large Language Model Boolean query generation for systematic reviews. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3730329 |
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2025 Conference Publication RARR Unraveled: Component-Level Insights into Hallucination Detection and MitigationRoss, Jonathan J., Khramtsova, Ekaterina, van der Vegt, Anton, Koopman, Bevan and Zuccon, Guido (2025). RARR Unraveled: Component-Level Insights into Hallucination Detection and Mitigation. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3730337 |
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2025 Conference Publication 2D Matryoshka Training for Information RetrievalWang, Shuai, Zhuang, Shengyao, Koopman, Bevan and Zuccon, Guido (2025). 2D Matryoshka Training for Information Retrieval. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3730330 |
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2025 Conference Publication ReSLLM: large language models are strong resource selectors for federated searchWang, Shuai, Zhuang, Shengyao, Koopman, Bevan and Zuccon, Guido (2025). ReSLLM: large language models are strong resource selectors for federated search. The ACM Web Conference 2025, Sydney, NSW Australia, 28 April-2 May 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3701716.3715595 |
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2025 Conference Publication VISA: Retrieval Augmented Generation with Visual Source AttributionMa, Xueguang, Zhuang, Shengyao, Koopman, Bevan, Zuccon, Guido, Chen, Wenhu and Lin, Jimmy (2025). VISA: Retrieval Augmented Generation with Visual Source Attribution. 63rd Association for Computational Linguistics Meeting-ACL-Annual, Vienn, Austria, 27 July - 1 August 2025. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2025.acl-long.1456 |
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2024 Conference Publication Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval SystemsZhuang, Shengyao, Koopman, Bevan, Chu, Xiaoran and Zuccon, Guido (2024). Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems. 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Tokyo, Japan, 9-12 December 2024. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3673791.3698414 |
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2024 Conference Publication Searching in Professional Instant Messaging Applications: User Behaviour, Intent, and Pain-pointsSabei, Ismail, Galal, Mahmoud, Koopman, Bevan and Zuccon, Guido (2024). Searching in Professional Instant Messaging Applications: User Behaviour, Intent, and Pain-points. 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Tokyo, Japan, 9-12 December 2024. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3673791.3698417 |
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2024 Conference Publication PromptReps: prompting large language models to generate dense and sparse representations for zero-shot document retrievalZhuang, Shengyao, Ma, Xueguang, Koopman, Bevan, Lin, Jimmy and Zuccon, Guido (2024). PromptReps: prompting large language models to generate dense and sparse representations for zero-shot document retrieval. 29th Conference on Empirical Methods in Natural Language Processing, Miami, FL USA, 12-16 November 2024. Stroudsberg, PA USA: Association for Computational Linguistics. doi: 10.18653/v1/2024.emnlp-main.250 |
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2024 Conference Publication Dense retrieval with continuous explicit feedback for systematic review screening prioritisationMao, Xinyu, Zhuang, Shengyao, Koopman, Bevan and Zuccon, Guido (2024). Dense retrieval with continuous explicit feedback for systematic review screening prioritisation. SIGIR '24: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington, DC United States, 14-18 July 2024. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3626772.3657921 |
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2024 Conference Publication 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. 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, United Kingdom, 24-28 March 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-56066-8_13 |
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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 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 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 |
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2023 Conference Publication Dr ChatGPT tell me what I want to hear: how different prompts impact health answer correctnessKoopman, Bevan and Zuccon, Guido (2023). Dr ChatGPT tell me what I want to hear: how different prompts impact health answer correctness. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 6-10 December 2023. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2023.emnlp-main.928 |
