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Abstract: The extension of classical online algorithms, when provided with ML predictions, is a new and active research area. In this area, the goal is to design learning augmented online algorithms that: (1) incorporate...
Title: Computational Tradeoffs in the Age of Neural Information Retrieval
Abstract: A remarkable trait of information retrieval tasks, in comparison to NLP tasks, is their computationally intensive nature, which...