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Jaideep Srivastava

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#natural language process... Preprint Sep 2026

PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation

The results support PragAlign as a quality-control framework for improving evaluator-defined communicative constraint satisfaction, while showing that affective realization and independent human-perceived quality remain open challenges.

Smitha Muthya Sudheendra, Jaideep Srivastava · 0 citations
#machine learning Preprint Sep 2026

When Decodability Is Not Enough: Logical Validity Representations, Behavioral Dissociation, and Causal Tests in Language Models

Large language models can look capable of logical reasoning, but correct or incorrect answers alone tell us little about what the model represents internally. We study logical verification in five open-weight transformer models using matched valid--invalid premise--claim pairs that vary across inference families, seman...

Smitha Muthya Sudheendra, Jaideep Srivastava · 0 citations

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