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Xuntao Guo

2 accepted papers

2026

BizFinBench.v2: Towards Reliable LLMs in Finance via Real-User Data and Offline/Online Bilingual Evaluation

ICML 2026poster

Large language models are becoming increasingly significant in financial applications. Nevertheless, prevailing benchmarks are largely dependent on simulated or generic data, which leads to a significant gap between reported performance and actual efficacy in real-world scenarios. To tackle this cha…

Cited by 0SourceScholar
2026

Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents

ICLR 2026poster

Multimodal large-scale models have significantly advanced the development of web agents, enabling them to perceive and interact with the digital environment in a manner analogous to human cognition. In this paper, we argue that web agents must first acquire sufficient knowledge to engage in cognitiv…

Cited by 0SourcecodeScholar