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researcher

N. Kershaw

7 papers hereh-index 213 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CG3
  • cs.AI1
  • math.AT1
  • math.CT1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20232026
collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

Reasoning is topologically simple

Chris Kapulkin, Nathan Kershaw

We formulate and investigate the hypothesis that reasoning text has simpler co-occurrence topology than non-reasoning text, and that higher-quality reasoning has simpler co-occurre…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.