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Implicit Sentiment Analysis×Klasifikácia textu×
OdborDolovanie textuDolovanie textu
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2016 (aspect-level formulation); LLM-based reasoning formulation c. 2023
TvorcaRooted in aspect-level and deep-memory sentiment research; Tang et al. (2016) and Zhao et al. (2023) are key references
TypNLP text-classification taskSupervised NLP classification task
Pôvodný zdrojZhao, W. et al. (2023). Is ChatGPT a Good Sentiment Reasoner? A Preliminary Study. arXiv preprint. link ↗Joachims, T. (1998). Text Categorization with Support Vector Machines: Learning with Many Relevant Features. ECML 1998. Lecture Notes in Computer Science, vol 1398. Springer. DOI ↗
Ďalšie názvyÖrtük Duygu Analizi (Implicit Sentiment), implicit opinion mining, indirect sentiment detectiontext categorization, document classification, topic classification, metin sınıflandırma
Príbuzné34
ZhrnutieImplicit sentiment analysis detects indirect, context-dependent sentiment in text where no explicit opinion word is present — such as irony, metaphor, or understated criticism. Unlike standard sentiment analysis, which relies on surface-level polarity signals, this method interprets meaning from surrounding context, pragmatic cues, and world knowledge. It is typically addressed using large language models or fine-tuned transformers, drawing on work by Tang et al. (2016) on deep-memory aspect-level classification and Zhao et al. (2023) on LLM-based sentiment reasoning.Text classification, also called text categorization, is a supervised natural-language-processing task that automatically assigns documents to predefined categories. Building on the support-vector-machine approach to text categorization established by Joachims (1998) and consolidated in the text-mining literature by Aggarwal and Zhai (2012), it powers tasks such as spam detection and topic classification by learning from labelled examples.
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ScholarGatePorovnať metódy: Implicit Sentiment Analysis · Text Classification. Získané 2026-06-15 z https://scholargate.app/sk/compare