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researcher

Paul Christiano

9 papers hereh-index 157.4k citations45 works total

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

author position
  • sole author3
  • first author2
  • middle author2
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2
  • quant-ph2
  • cs.AI1
  • cs.DS1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20102022
most citedFine-Tuning Language Models from Human Preferences

396 citations · 494 across the 9 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2020★ 37 cited

Learning to summarize from human feedback

Nisan Stiennon, Long Ouyang, Jeff Wu +6

As language models become more powerful, training and evaluation are increasingly bottlenecked by the data and metrics used for a particular task. For example, summarization models…

cs.CL2019★ 396 cited

Fine-Tuning Language Models from Human Preferences

Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu +5

Reward learning enables the application of reinforcement learning (RL) to tasks where reward is defined by human judgment, building a model of reward by asking humans questions. Mo…

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