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Less is more: Local intrinsic dimensions of contextual language models

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.LG 1 cs.LO 1

years

2026 2

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UNVERDICTED 2

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representative citing papers

A Type Theory of Sense: Witnessed Choice in Stratified Semantic Spaces

cs.LO · 2026-06-10 · unverdicted · novelty 7.0

Introduces TTS, a dependent type theory replacing global canonical composition with regime-indexed indiscernibility and constructive apartness, proving conservativity, provenance, no-fork-from-empty, and persistence of forks under refinement.

Stratifying Reinforcement Learning with Signal Temporal Logic

cs.LG · 2026-04-06 · unverdicted · novelty 5.0

The paper establishes a correspondence between Signal Temporal Logic and stratification theory, allowing STL formulas to be viewed as stratifications of space-time and applied to analyze DRL embedding spaces via robustness rewards.

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  • Stratifying Reinforcement Learning with Signal Temporal Logic cs.LG · 2026-04-06 · unverdicted · none · ref 7

    The paper establishes a correspondence between Signal Temporal Logic and stratification theory, allowing STL formulas to be viewed as stratifications of space-time and applied to analyze DRL embedding spaces via robustness rewards.