conftrace_

data efficiency

160 papers

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Co-occurring keywords · papers mentioning both

active learning (17) transfer learning (15) reinforcement learning (13) large language model (12) model compression (12) coreset selection (11) language model (10) data selection (8) representation learning (8) multimodal learning (7)

Papers

Chirality Nets for Human Pose Regression NeurIPS 2019 Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning CoRL 2019 DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019 Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP 2019 On the Limits of Learning to Actively Learn Semantic Representations CoNLL 2019 SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019 Learning to Teach ICLR 2018 On the Relationship between Data Efficiency and Error for Uncertainty Sampling ICML 2018 Predicting accuracy on large datasets from smaller pilot data ACL 2018 Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks EMNLP 2017