Syntactic-Guided Chain of Thought for Iterative Implicit and Explicit Target Detection in Aspect-Based Sentiment Analysis

Prompt engineering is essential for optimizing the performance of large-language models (LLMs), particularly in tasks requiring complex interpretations such as aspect-based sentiment analysis (ABSA). However, existing methodologies often struggle to detect implicit targets, especially in multi-opini...

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Hauptverfasser:	Mohammad Radi, Nazlia Omar, Wandeep Kaur
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2025-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Aspect-based sentiment analysis (ABSA) prompt engineering chain of thought (COT) explicit opinion implicit opinion target-aspect-sentiment (TASD)
Online-Zugang:	https://ieeexplore.ieee.org/document/10994766/
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