Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval 2022
DOI: 10.1145/3477495.3531704
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ReNeuIR: Reaching Efficiency in Neural Information Retrieval

Abstract: As information retrieval researchers, we not only develop algorithmic solutions to hard problems, but we also insist on a proper, multifaceted evaluation of ideas. The literature on the fundamental topic of retrieval and ranking, for instance, has a rich history of studying the effectiveness of indexes, retrieval algorithms, and complex machine learning rankers, while at the same time quantifying their computational costs, from creation and training to application and inference. This is evidenced, for example,… Show more

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Cited by 7 publications
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References 186 publications
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