Author

Gaurab Baral

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#machine learning Preprint Sep 2026

LexFlip: A Dissociation Diagnostic for Legal Meaning Preservation Metrics

Does a simplified legal clause still say what the original said? The checks in current use cannot establish that it does: requiring an identical pair to score highest and an unrelated pair lowest moves lexical overlap and legal force together, so any monotone function of token overlap satisfies both. Our remedy is a di...

Gaurab Baral · 0 citations

Jun 2026

Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition

It is demonstrated that CoT distillation improves compact student models and that response length is a critical factor in mathematical reasoning quality.

Gaurab Baral, Aaditya Khanal, Yangyang Tao et al. · arXiv.org · 0 citations