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Sebastian Bruch

2 accepted papers

2025

Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search

NeurIPS 2025poster

Clustering-based nearest neighbor search algorithms partition points into shards to form an index, and search only a subset of shards to process a query. Even though search efficacy is heavily influenced by the algorithm that identifies the shards to probe, it has received little attention in the li…

Cited by 0SourcecodeScholar
2025

Uncovering Visual-Semantic Psycholinguistic Properties from the Distributional Structure of Text Embedding Space

ACL 2025long

Imageability (potential of text to evoke a mental image) and concreteness (perceptibility of text) are two psycholinguistic properties that link visual and semantic spaces. It is little surprise that computational methods that estimate them do so using parallel visual and semantic spaces, such as co…