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researcher

Paul Soulos

Johns Hopkins University

7 papers hereh-index 7130 citations12 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.AI1
  • cs.CV1
  • cs.LG1
affiliations
  • Johns Hopkins University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDiscovering the Compositional Structure of Vector Representations with Role Learning Networks

26 citations · 30 across the 7 of their papers we have counts for

collaborators
Showing 2023 · cs.CLShow all

1 paper · 2 filters

cs.CL2023★ 1 cited

Differentiable Tree Operations Promote Compositional Generalization

Paul Soulos, Edward Hu, Kate McCurdy +4

In the context of structure-to-structure transformation tasks, learning sequences of discrete symbolic operations poses significant challenges due to their non-differentiability. T…

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