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cs.CL2026
Causal and Interpretable Structures in LLM Compositional Tasks
Gurbir Arora, Toni J. B. Liu, Jiajun Bao +2
Large language models are able to solve tasks whose answers depend on not only individual input tokens, but also on relations among them. How is such relational information represe…
cs.CL2026
Jacobian Scopes: A Unified Geometric Framework for Token-Level LLM Attribution
Toni J. B. Liu, Baran Zadeoğlu, Nicolas Boullé +3
Large language models (LLMs) make next-token predictions based on clues present in their context, such as semantic descriptions and in-context examples. Yet, elucidating which prio…