arXiv paper introducing SSAS, a method for analyzing sentiment prediction consistency using syntactic and semantic context assessment.
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Consistency Analysis of Sentiment Predictions using Syntactic & Semantic Context Assessment Summarization (SSAS)
SSAS method reveals inconsistencies in sentiment models when syntactic and semantic context shifts—a robustness test for production NLP that exposes whether models truly understand language or just memorize patterns.
Monday, April 20, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.CL (Computation & Language)BY sys://pipeline
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