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Su Dong

3 accepted papers

2026

Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions

AAAI 2026technical

Recent studies have raised significant concerns regarding the reliability of current mathematical benchmarks, highlighting key limitations such as simplistic design and potential data contamination that undermine evaluation accuracy. Consequently, developing a reliable benchmark that effectively eva

Cited by 0SourcePDFScholar
2024

Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance

AAAI 2024technical

Pretrained large models, particularly large language models, have garnered increasing attention, as they have demonstrated remarkable abilities through contextual learning. Pretrained large models are increasingly recognized as fundamental tools for solving various tasks. However, the substantial co…