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researcher

Mateusz Piotrowski

2 papers hereh-index 227 citations9 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedConstrained belief updates explain geometric structures in transformer representations

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2026★ 1 cited

Verbalizable Representations Form a Global Workspace in Language Models

Wes Gurnee, Nicholas Sofroniew, Adam Pearce +13

Out of everything the human brain processes, only a small fraction is consciously accessible, in the sense of being available for verbal report, deliberate control, and flexible re…

cs.LG2025★ 1 cited

Constrained belief updates explain geometric structures in transformer representations

Mateusz Piotrowski, Paul M. Riechers, Daniel Filan +1

What computational structures emerge in transformers trained on next-token prediction? In this work, we provide evidence that transformers implement constrained Bayesian belief upd…

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