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sample-efficient pretraining

3 papers

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Co-occurring keywords · papers mentioning both

language model (2) single layer architecture (1) human likeness (1) multimodal task (1) language model scaling (1) interaction learning (1) zero-shot performance (1) sample-efficient training (1) cognitive evaluation (1) vision-language modeling (1)

Papers

BabyVLM-V2: Toward Developmentally Grounded Pretraining and Benchmarking of Vision Foundation Models CVPR 2026 Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025