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James E. Allchin

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#machine learning Jul 2026

Learning What Matters: Supervising Global Context Pruning with Causal Evidence Sets

The assumption that attention shows which context the answer depends on is tested on retrieval tasks where the evidence is known exactly, by masking context and measuring whether the answer changes.

James E. Allchin · arXiv.org · 0 citations