The paper we'll be discussing, Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations, was one of papers which won the Best Papers Award at SIGIR 2024.
This paper proposed an algorithm that performs vector searches in the inverted index solution often used in traditional search engines, rather than
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