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cs.CL2025
Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models
Injae Na, Keonwoong Noh, Woohwan Jung
LLM providers typically offer multiple LLM tiers, varying in performance and price. As NLP tasks become more complex and modularized, selecting the suitable LLM tier for each subta…
cs.CL2025
A Single Model Ensemble Framework for Neural Machine Translation using Pivot Translation
Seokjin Oh, Keonwoong Noh, Woohwan Jung
Despite the recent remarkable advances in neural machine translation, translation quality for low-resource language pairs remains subpar. Ensembling multiple systems is a widely ad…