3 papers
cs.CL2026
Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference
Bo-Wei Chen, Chung-Chi Chen, An-Zi Yen
Large Language Models (LLMs) have revolutionized inference across diverse natural language tasks, with larger models performing better but at higher computational costs. We propose…
cs.CL2025
Refining Financial Consumer Complaints through Multi-Scale Model Interaction
Bo-Wei Chen, An-Zi Yen, Chung-Chi Chen
Legal writing demands clarity, formality, and domain-specific precision-qualities often lacking in documents authored by individuals without legal training. To bridge this gap, thi…
cs.CL2024
Paraphrase-Aligned Machine Translation
Ke-Ching Chang, Chung-Chi Chen, An-Zi Yen
Large Language Models (LLMs) have demonstrated significant capabilities in machine translation. However, their translation quality is sometimes questioned, as the generated outputs…