conftrace_

sample-efficient training

7 papers

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Co-occurring keywords · papers mentioning both

language model (2) information-theoretical properties (1) modular learning (1) interaction learning (1) pretraining data (1) substructure coverage (1) sample-efficient pretraining (1) human likeness (1) language-conditioned policy (1) nested network (1)

Papers

Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Flextron: Many-in-One Flexible Large Language Model ICML 2024 Selective Learning for Sample-Efficient Training in Multi-Agent Sparse Reward Tasks (Extended Abstract) IJCAI 2024 What should Baby Models read? Exploring Sample-Efficient Data Composition on Model Performance CoNLL 2024 Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation CoRL 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 Actively Learning Gaussian Process Dynamics L4DC 2020