2 papers
cs.CL2026
Task-Specific Efficiency Analysis: When Small Language Models Outperform Large Language Models
Jinghan Cao, Yu Ma, Xinjin Li +2
Large Language Models achieve remarkable performance but incur substantial computational costs unsuitable for resource-constrained deployments. This paper presents the first compre…
cs.CL2026
Slang Context-based Inference Enhancement via Greedy Search-Guided Chain-of-Thought Prompting
Jinghan Cao, Qingyang Ren, Xiangyun Chen +3
Slang interpretation has been a challenging downstream task for Large Language Models (LLMs) as the expressions are inherently embedded in contextual, cultural, and linguistic fram…