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Roman Kniazev

LaBRI, Université de Bordeaux

6 papers hereh-index 333 citations9 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LO4
  • cs.AI1
  • cs.LG1
affiliations
  • LaBRI, Université de Bordeaux
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identity via Semantic Scholar / OpenAlex

activity
20232026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Transformers Linearly Represent Highly Structured World Models

Roman Kniazev, Nathanaël Fijalkow

Do transformers, when trained on sequential reasoning traces, build internal models of the underlying task? And if so, does the structure of those internal representations mirror t…

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