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@@ -163,9 +163,7 @@ We propose a pragmatic inference–based approach grounded in Moral Foundations
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  This work represents a significant step toward robust moral reasoning in large language models.
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- The key insight is that moral reasoning requires <strong>pragmatic understanding</strong> —
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- not just recognizing harmful words (semantic), but understanding <em>why</em> a reply is problematic
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- in terms of deeper moral principles.
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  This work represents a significant step toward robust moral reasoning in large language models.
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+ We further adapt this moral reasoning capability into a two-stage diagnose-and-correct framework for real-world moral violations, demonstrating strong performance in correcting both explicitly immoral and implicitly problematic responses.
 
 
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