Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.27014.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

ContraVis is a visual analytics system for human-in-the-loop contradiction analysis in legal contracts. It models contracts as typed paragraph graphs that condition LLM reasoning and serve as an interactive representation. A controlled comparison showed graph-conditioned reasoning recovered more injected contradictions than standalone LLM analysis as contract length grew.

Concrete architecture for graph-conditioned LLM reasoning paired with coordinated human inspection views. Useful reference for anyone designing evidence-grounded agent-assisted document review.

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