作者位次 #2/7NeurIPS 2026Poster
LOFT: Low-Rank Orthogonal Fine-Tuning via Task-Aware Support Selection
Lanxin Zhao · Bamdev Mishra · Pratik Kumar Jawanpuria · Lequan Lin · Dai Shi · Junbin Gao · Andi Han
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Lanxin Zhao · Bamdev Mishra · Pratik Kumar Jawanpuria · Lequan Lin · Dai Shi · Junbin Gao · Andi Han
Sneha Kola · Pankaj Kumar Sharma · Soumyadeep Dey · Bamdev Mishra · Mayur Datar
LLM-as-a-Judge systems are increasingly used to evaluate text at scale, yet production deployment demands low latency, minimal cost, and compatibility with closed-source APIs. Current approaches fall short in different ways: some require many LLM calls and per-dataset prompt tuning, others depend...