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Interpretable zero-shot stance detection with proactive content intervention

delete2025-06-16
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OA
AI
A
Apoorva Upadhyaya
W
Wolfgang Nejdl
M
Marco Fisichella
DOI:10.1016/j.ipm.2025.104223delete
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摘要

摘要

En 中文
• 一种具有合理解码和LLMs的可解释方法有助于零样本立场任务。 • 具有 toxicity、moral、temporal 和 emotional 方面的意图有助于解码立场。 • 基准数据集上的结果验证了我们可解释设计的有效性。 • LLM 干预更好地以同理心和说服力解决刻板印象。
Keyword:
Zero-shot stance detection
Intervention
Interpretability
Rationale decoding
Large language models

期刊

I
Information Processing and Management
IF:
6.9
论文数:
5.2K
被引数:
1.4W

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