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Fuqiang Niu

ACL 2026×2AAAI 2026社会与人本多模态推理评测与基准对齐与偏好
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2 一作 · 3 篇 · ACL 2026 / AAAI 2026

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2026 顶会论文

3
一作ACL 2026Poster· Natural Language Processing

T wi USD : A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection

Fuqiang Niu · Zini Chen · Zhiyu Xie · Hu Huang · Qing Liao · Qianlong Wang · Genan Dai · Bowen Zhang

摘要

Political user-level stance detection is vital for analyzing polarization, yet progress is hindered by the scarcity of high-quality benchmarks integrating linguistic and social signals. Existing datasets, largely relying on noisy heuristic or distant supervision, limit model robustness and genera...

社会与人本多模态评测与基准OpenReview 项目页
一作ACL 2026Findings· Findings of ACL

Cause- CSD : A Challenge Multimodal Conversational Stance Cause Detection Dataset and Effective Method

Fuqiang Niu · Bowen Zhang · Junting Zhu · Qing Liao · Genan Dai · Hu Huang

摘要

Social media platforms have become critical arenas for public discourse, yet existing stance detection methods often reduce opinions to surface-level labels, overlooking the conversational evidence behind stance expressions. We introduce Conversational Stance-Cause Pair Detection (CSCPD), a new t...

多模态社会与人本推理OpenReview 项目页

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