2 papers
cs.CL2026
RADAR: Rubric-Aware Dependency and Redundancy Analysis for LLM-as-Judge Evaluation
Divyansh Singh, Reza Davari, Afra Mashhadi
Rubric-based LLM-as-judge pipelines often assume that evaluation criteria provide independent signals. In practice, however, criteria can be behaviorally coupled: improving one cri…
cs.IR2026
LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval
Mike Hang Wang, Utkarsh Garg, Reza Davari +5
We introduce LEDGER to tackle the novel context engineering challenge of agentic document editing, where localized edits to long, structured documents must be applied efficiently w…