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Cui Yakun

ACL 2026×2评测与基准推理多模态智能体与工具检索与知识
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一作贡献30
核心/参与5
方向广度10
合作网络12
1 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
一作ACL 2026Poster· Natural Language Processing

Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection

Cui Yakun · Peng Qi · Fushuo Huo · Hang Du · Weijie Shi · Juntao Dai · Zhenghao Zhu · Sirui Han

摘要

The advent of multi-modal large language models (MLLMs) has greatly advanced research on video fake news detection (VFND) tasks. Existing benchmarks typically focus on the detection accuracy, while failing to provide fine-grained assessments for the entire detection process. To address these limi...

推理多模态评测与基准OpenReview 项目页
作者位次 #5/8ACL 2026Findings· Findings of ACL

I nsight E val: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM -Driven Data Agents

Zhenghao Zhu · Yuanfeng SONG · Xing Chen · Chengzhong Liu · Cui Yakun · Caleb Chen Cao · Sirui Han · Yike Guo

摘要

Data analysis has become an indispensable part of scientific research. To discover the latent knowledge and insights hidden within massive datasets, we need to perform deep exploratory analysis to realize their full value. With the advent of large language models (LLMs) and multi-agent systems, m...

评测与基准智能体与工具检索与知识OpenReview 项目页

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