Publications

Dan Li, Maarten de Rijke (2023). Extending Label Aggregation Models with a Gaussian Process to Denoise Crowdsourcing Labels. In SIGIR ‘23.

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Dan Li, Zi Long Zhu, Janneke van de Loo, Agnés Masip Gómez, Vikrant Yadav, Georgios Tsatsaronis, Zubair Afzal (2023). Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation. In EMNLP ‘23.

Dan Li, Vikrant Yadav, Zubair Afzal, Georgios Tsatsaronis (2022). Unsupervised Dense Retrieval for Scientific Articles. In EMNLP ‘22.

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Dan Li, Shuai Wang, Jie Zou, Chang Tian, Elisha Nieuwburg, Fengyuan Sun, Evangelos Kanoulas (2021). Paint4Poem: A dataset for artistic visualization of classical Chinese poems. In Arxiv.

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Dan Li (2021). Effective collection construction for information retrieval evaluation and optimization. PhD dissertation.

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Dan Li, Maarten de Rijke (2021). CrowdGP: A Gaussian Process Model for Inferring Relevance from Crowd Annotations. In WWW ‘21.

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Dan Li, Evangelos Kanoulas (2020). When to stop reviewing in technology-assisted reviews. In ACM TOIS.

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Nikos Voskarides, Dan Li, Pengjie Ren, Maarten de Rijke (2020). Query resolution for conversational search with limited supervision. In SIGIR ‘20.

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Dan Li, Panos Zafeiriadis, Evangelos Kanoulas (2020). APS: An active PubMed search system for technology assisted reviews. In SIGIR ‘20.

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Jie Zou, Dan Li, Evangelos Kanoulas (2018). Technology assisted reviews: Finding the last few relevant documents by asking yes/no questions to reviewers. In SIGIR ‘19.

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Yukun Zheng, Dan Li, Zhen Fan, Yiqun Liu, Min Zhang, Shaoping Ma (2018). T-Reader:A Multi-task Deep Reading Comprehension Model with Self-attention Mechanism. In Journal of Chinese Information Processing.

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Oana Inel, Giannis Haralabopoulos, Dan Li, Christophe Van Gysel, Zoltán Szlávik, Elena Simperl, Evangelos Kanoulas (2018). Studying topical relevance with evidence-based crowdsourcing. In CIKM ‘18.

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Dan Li, Evangelos Kanoulas (2018). Bayesian optimization for optimizing retrieval systems. In WSDM ‘18.

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Dan Li, Evangelos Kanoulas (2017). Active sampling for large-scale information retrieval evaluation. In CIKM ‘17.

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