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aspect-based sentiment analysis 1constraint-aware editing 1counterfactual generation 1data augmentation 1validation 1

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1 paper

cs.CL2026

Constraint-Aware Counterfactual Editing for Aspect-Based Sentiment Analysis

S M Rafiuddin, Vamsi Krishna Pavuluri, Atriya Sen

The paper introduces CAVE-ABSA, a framework that generates and validates aspect-level counterfactual sentences for aspect‑based sentiment analysis, ensuring the target aspect’s sen…