Zheyuan Yang

ACL 2026×2评测与基准检索与知识代码多模态推理

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一作贡献30

核心/参与12

方向广度10

合作网络9

1 一作 · 2 篇 · ACL 2026

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2026 顶会论文

作者位次 #2/4ACL 2026Poster· Natural Language Processing

MMS ci C ode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding

Xue Xia · Zheyuan Yang · Arman Cohan · Yilun Zhao

摘要

We introduce MMSciCode, a comprehensive expert-level, multilingual multi-discipline benchmark for evaluating foundation models in scientific code generation. It includes 624 expert-annotated research coding problems spanning six core scientific disciplines. Compared to prior benchmarks, MMSciCode...

评测与基准检索与知识代码OpenReview 项目页

一作ACL 2026Findings· Findings of ACL

T able V ista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity

Zheyuan Yang · Liqiang Shang · Junjie Chen · Xun Yang · Chenglong Xu · Bo Yuan · Chenyuan Jiao · Yaoru Sun · Yilun Zhao

摘要

We introduce TableVista, a comprehensive benchmark for evaluating foundation models in multimodal table reasoning under visual and structural complexity. TableVista consists of 3,000 high-quality table reasoning problems, where each instance is expanded into 10 distinct visual variants through ou...

多模态评测与基准推理OpenReview 项目页

常见合作者

YZYilun Zhao×2 XXXue Xia ACArman Cohan LSLiqiang Shang JCJunjie Chen XYXun Yang CXChenglong Xu BYBo Yuan CJChenyuan Jiao YSYaoru Sun