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researcher

Xander Davies

23 papers hereh-index 101.5k citations26 works total

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

author position
  • first author3
  • middle author14
  • last author4

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI5
  • cs.CR5
  • cs.CL3
  • cs.NE1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedOpen Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

95 citations · 118 across the 21 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

2 papers · 2 filters

cs.AI2023

Discovering Variable Binding Circuitry with Desiderata

Xander Davies, Max Nadeau, Nikhil Prakash +2

Recent work has shown that computation in language models may be human-understandable, with successful efforts to localize and intervene on both single-unit features and input-outp…

cs.AI2023★ 95 cited

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Stephen Casper, Xander Davies, Claudia Shi +29

Reinforcement learning from human feedback (RLHF) is a technique for training AI systems to align with human goals. RLHF has emerged as the central method used to finetune state-of…

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