Xiying ZHAO — accepted AI-conference papers

2026

DiscoX: Benchmarking Discourse-Level Translation in Expert Domains

Xiying ZHAO, Zhoufutu Wen, Zhixuan Chen, Jingzhe Ding, Jianpeng Jiao, Shuai Li +16

ICLR 2026poster

The evaluation of discourse-level translation in expert domains remains inadequate, despite its centrality to knowledge dissemination and cross-lingual scholarly communication. While these translations demand discourse-level coherence and strict terminological precision, current evaluation methods p…

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2026

FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

LIANG HU, Jianpeng Jiao, Jiashuo Liu, Dongyuan Mutu, Yanle Ren, Zhoufutu Wen +20

ICLR 2026poster

Search has emerged as core infrastructure for LLM-based agents and is widely viewed as critical on the path toward more general intelligence. Finance is a particularly demanding proving ground: analysts routinely conduct complex, multi-step searches over time-sensitive, domain-specific data, making…

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