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John W. Byers

10 papers hereh-index 3912.5k citations127 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.SI4
  • cs.NI2
  • cs.AI1
  • cs.DS1
  • cs.GT1
  • cs.LG1
same name
  • John W. Byers — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedA Month in the Life of Groupon

47 citations · 93 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Attention Mean Fields Predict Average Representation Dynamics and Reveal Context-Specific Computation

Micah Adler, John W. Byers, Mark Crovella

A language model's representation geometry is not predetermined; it evolves as the model runs. A faithful account of that geometry must capture that dynamic process, and so cannot…

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