Sublime generalizes Count-Min and Count Sketch with dynamically elongating counters and expanding counter arrays to deliver sublinear error growth and lower memory use on skewed unbounded streams.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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FAST-MEL claims to match top multimodal entity linking accuracy while running three orders of magnitude faster and using one order of magnitude less storage via a novel compact vector representation.
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Sublime: Sublinear Error & Space for Unbounded Skewed Streams
Sublime generalizes Count-Min and Count Sketch with dynamically elongating counters and expanding counter arrays to deliver sublinear error growth and lower memory use on skewed unbounded streams.
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FAST-MEL: A Fast, Accurate, and Storage Efficient Solution for Multimodal Entity Linking
FAST-MEL claims to match top multimodal entity linking accuracy while running three orders of magnitude faster and using one order of magnitude less storage via a novel compact vector representation.