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researcher

C. Summerfield

7 papers hereh-index 5115.3k citations133 works total

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

author position
  • middle author4
  • last author3

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

fields
  • cs.AI2
  • cs.MA2
  • q-bio.NC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedFine-tuning language models to find agreement among humans with diverse preferences

112 citations · 131 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 112 cited

Fine-tuning language models to find agreement among humans with diverse preferences

Michiel A. Bakker, Martin J. Chadwick, Hannah R. Sheahan +8

Recent work in large language modeling (LLMs) has used fine-tuning to align outputs with the preferences of a prototypical user. This work assumes that human preferences are static…

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