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cs.AI2026
LLM Judge Validation Under Sparse Overlap: From Inference to Design
Junxuan Li, Arko Mukherjee, Soumyabrata Pal
Validating an LLM-as-a-judge requires estimating its agreement with humans, yet annotation budgets rarely allow every item to be multiply labeled. We prove that this overlap sparsi…
cs.AI2024
Abstract Operations Research Modeling Using Natural Language Inputs
Junxuan Li, Ryan Wickman, Sahil Bhatnagar +2
Operations research (OR) uses mathematical models to enhance decision-making, but developing these models requires expert knowledge and can be time-consuming. Automated mathematica…