Binwei Yan — accepted AI-conference papers

2025

CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models

Ying Nie, Binwei Yan, Tianyu Guo, Hao Liu, Haoyu Wang, Wei He +6

NAACL 2025long

Large language models (LLMs) have achieved remarkable performance on various NLP tasks, yet their potential in more challenging task like finance, has not been fully explored. In this paper, we present CFinBench: a meticulously crafted, the most comprehensive evaluation benchmark to date, for assess…

Cited by 7 Source ↗PDF ↗code ↗Scholar ↗

2025

MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles

Jing Han, Binwei Yan, Tianyu Guo, Zheyuan Bai, Mengyu Zheng, Hanting Chen +1

ICML 2025poster

Despite recent advancements of fine-tuning large language models (LLMs) to facilitate agent tasks, parameter-efficient fine-tuning (PEFT) methodologies for agent remain largely unexplored. In this paper, we introduce three key strategies for PEFT in agent tasks: 1) Inspired by the increasingly domin…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗