Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation

Joel Mackenzie, Andrew Trotman, Jimmy Lin

Recent advances in retrieval models based on learned sparse representations generated by transformers have led us to, once again, consider score-at-a-time query evaluation techniqu…