From Table to Cell: Attention for Better Reasoning with TABALIGN.

arXiv:2605.14465v2 Announce Type: replace Abstract: Multi-step LLM reasoning over structured tables fails because planning and execution share no explicit cell-grounding contract. Existing methods constrain the planner to a left-to-right factorization at odds