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researcher

Jacob Austin

3 papers here

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • cs.RO1
ORCID 0009-0001-2589-2805
same name
  • Jacob Austin — 4 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedLanguage Model Cascades

22 citations · 22 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023

Measuring The Impact Of Programming Language Distribution

Gabriel Orlanski, Kefan Xiao, Xavier Garcia +6

Current benchmarks for evaluating neural code models focus on only a small subset of programming languages, excluding many popular languages such as Go or Rust. To ameliorate this…

cs.CL2022★ 22 cited

Language Model Cascades

David Dohan, Winnie Xu, Aitor Lewkowycz +9

Prompted models have demonstrated impressive few-shot learning abilities. Repeated interactions at test-time with a single model, or the composition of multiple models together, fu…

cs.RO2022

A Massively-Parallel 3D Simulator for Soft and Hybrid Robots

Joel Clay, Sofia Wyetzner, Alex Gaudio +5

Simulation is an important step in robotics for creating control policies and testing various physical parameters. Soft robotics is a field that presents unique physical challenges…

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