Process / pipeline
基于方面的情感分析 (ABSA)
基于方面的情感分析 (ABSA) 是一种细粒度的自然语言处理任务，它分别检测文本中提到的每个方面或特征（例如产品的质量、价格或服务）的情感，而不是对整个文档进行评分。它由 Pontiki 等人在 SemEval-2014 Task 4 中作为一项共享任务得到巩固。
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来源
- Pontiki, M. et al. (2014). SemEval-2014 Task 4: Aspect Based Sentiment Analysis. Proceedings of SemEval 2014, 27-35. DOI: 10.3115/v1/S14-2004 ↗
- Schouten, K. & Frasincar, F. (2016). Survey on Aspect-Level Sentiment Analysis. IEEE Transactions on Knowledge and Data Engineering, 28(3), 813-830. DOI: 10.1109/TKDE.2015.2485209 ↗
如何引用本页
ScholarGate. (2026, June 1). Aspect-Based Sentiment Analysis (ABSA). ScholarGate. https://scholargate.app/zh/text-mining/aspect-based-sentiment
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