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Author

Victoria R. Li

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2 papers indexed here

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Preprint Oct 2026

Shared Models, Selective Trading, and Order Flow

We study whether model diversity survives selection into trading. In synthetic markets with a fixed mixture of three language-model families, news presentation changes their representation among submitted orders. At the announcement round, Qwen's share of submitted orders shifts by 48 percentage points in the financing...

Victoria R. Li, A. Bandyopadhyay · 0 citations
#artificial intelligence Jul 2025

Can Interpretation Predict Behavior on Unseen Data?

This work proposes and demonstrates an alternate objective for a new interpretability objective: understanding model internals to predict behavior and assess reliability under distribution shift, and successfully uses attention patterns to predict which rule each model follows on OOD data.

Victoria R. Li, Jenny Kaufmann, Tian Qin et al. · 13 citations · ⚡1

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