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Sina Abbasi

2 accepted papers

2024

RepMatch: Quantifying Cross-Instance Similarities in Representation Space

EMNLP 2024main

Advances in dataset analysis techniques have enabled more sophisticated approaches to analyzing and characterizing training data instances, often categorizing data based on attributes such as “difficulty”. In this work, we introduce RepMatch, a novel method that characterizes data through the lens o…

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