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David Bau

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#artificial intelligence Preprint Sep 2026

Using OCR Heads to Verbalize Image Semantics

Across four models, attention heads causally necessary for OCR are identified, and it is discovered that these are in fact general-purpose heads that output interpretable semantic features across all image tokens.

Sheridan Feucht, Benno Krojer, Sarah Wang et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Mechanistic Interpretability of Structure-Aware Numerical Reasoning in LLaMA 3.1 8B

Recent work has shown that large language models (LLMs) exhibit strong numerical sequence modeling capabilities and show promise in time-series prediction. While LLMs display in-context learning capabilities, the mechanisms with which they accomplish time-series prediction remain unclear. Specifically, whether they tru...

Rahul Chowdhury, Timothy Rupprecht, Senhao Cao et al. · 0 citations

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