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Home/Authors/Samarth Raina

Samarth Raina

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

NLP×1AI×1ML×1

Frequent co-authors

Partha Pratim Saha1×
Mayur Parvatikar1×
Amit Dhanda1×
Vinija Jain1×
Aman Chadha1×
Amitava Das1×

Research Timeline

2026
MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models

The paper introduces MENTIS, a geometry-first framework that measures how preference alignment structurally changes the internal computations of language models, finding that these changes are selective, depth-localized, and concept-dependent.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIcs.LGRecentMay 31, 2026

MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models

Partha Pratim Saha, Samarth Raina, Mayur Parvatikar, Amit Dhanda +3 more

The paper introduces MENTIS, a geometry-first framework that measures how preference alignment structurally changes the internal computations of language models, finding that these changes are selecti…

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