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Aaron Mueller

3 papers here

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

author position
  • middle author3

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

fields
  • cs.CL3
same name
  • Aaron Mueller — 9 papers, h 17
  • Aaron Mueller — 4 papers
  • Aaron Mueller — 4 papers
  • Aaron Mueller — 3 papers
  • Aaron Mueller — 2 papers
  • Aaron Mueller — 1 paper

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 citedFindings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

72 citations · 75 across the 2 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2025★ 72 cited

Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

Alex Warstadt, Aaron Mueller, Leshem Choshen +8

Children can acquire language from less than 100 million words of input. Large language models are far less data-efficient: they typically require 3 or 4 orders of magnitude more d…

cs.CL2025

BabyLM Turns 3: Call for papers for the 2025 BabyLM workshop

Lucas Charpentier, Leshem Choshen, Ryan Cotterell +11

BabyLM aims to dissolve the boundaries between cognitive modeling and language modeling. We call for both workshop papers and for researchers to join the 3rd BabyLM competition. As…

cs.CL2024★ 3 cited

Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora

Michael Y. Hu, Aaron Mueller, Candace Ross +7

The BabyLM Challenge is a community effort to close the data-efficiency gap between human and computational language learners. Participants compete to optimize language model train…

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