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researcher

Nathan C Frey

University of Pennsylvania

17 papers hereh-index 234.2k citations57 works total

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

author position
  • first author7
  • middle author9

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.chem-ph2
  • cond-mat.mtrl-sci1
  • cs.AI1
  • cs.CL1
  • cs.DC1
affiliations
  • University of Pennsylvania
  • Lawrence Berkeley National Laboratory
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedSELFIES and the future of molecular string representations

292 citations · 537 across the 17 of their papers we have counts for

collaborators
Showing 2022 · cs.CLShow all

1 paper · 2 filters

cs.CL2022★ 60 cited

Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models

Joseph McDonald, Baolin Li, Nathan Frey +3

The energy requirements of current natural language processing models continue to grow at a rapid, unsustainable pace. Recent works highlighting this problem conclude there is an u…

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