2 citations · 2 across the 5 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.CL2026
JudgeArena: A Unified Framework for Reproducible LLM-Judge Evaluation
Erlis Lushtaku, Bora Kargi, Ali Elganzory +4
LLM-as-a-judge evaluation has become a dominant paradigm for ranking language models, yet the ecosystem remains fragmented: most benchmarks ship their own code base, hardcode a spe…
cs.LG2026
From Uncertain Judgments to Calibrated Rankings: Conformal Elo Estimation for LLM Evaluation
Bora Kargi, David Salinas
Evaluating new large language models typically requires costly human annotation campaigns at scale. LLM-as-a-judge offers a cheaper alternative, but judge scores carry systematic e…
cs.CV2026
Half-Truths Break Similarity-Based Retrieval
Bora Kargi, Arnas Uselis, Seong Joon Oh
When a text description is extended with an additional detail, image-text similarity should drop if that detail is wrong. We show that CLIP-style dual encoders often violate this i…