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Queries with similar information needs tend to have similar document clicks, especially in biomedical literature search engines where queries are generally short and top documents account for most of the total clicks.
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
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alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
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Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
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TripClick: The Log Files of a Large Health Web Search Engine. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (Virtual Event, Canada) (SIGIR ’21) . Association for Computing Machinery, New York, NY, USA, 2507–2513
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BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics, Abu Dhabi, United Arab Emirates, 5770–5793
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Establishing Strong Baselines For TripClick Health Retrieval. In Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II (Lecture Notes in Computer Science, Vol. 13186) , Matthias Hagen, Suzan Verberne, Craig Macdonald, Christin Seifert, Krisztian Balog, Kjetil Nørvåg, and Vinay Setty (Eds.). Springer, 144–152
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State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation
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Shengyao Zhuang, Hang Li, and Guido Zuccon. 2022 · 2022
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RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training
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Local Self-Attention over Long Text for Efficient Document Retrieval. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020 , Jimmy X. Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, and Yiqun Liu (Eds.). ACM, 2021–2024
Sebastian Hofstätter, Hamed Zamani, Bhaskar Mitra, Nick Craswell, and Allan Hanbury. 2020 · 2024
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