conftrace_

data efficiency

125 papers

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Co-occurring keywords

active learning (1301) transfer learning (5449) model compression (3302) large language model (13587) language model (4599) text classification (6793) reinforcement learning (4352) coreset selection (33) representation learning (6206) neural network (6616)

Papers

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
Adaptive Exploration for Data-Efficient General Value Function Evaluations NIPS 2024
Annotator-Centric Active Learning for Subjective NLP Tasks EMNLP 2024
Deep Active Learning for Morphophonological Processing ACL 2023
On the Limitations of Simulating Active Learning ACL 2023
Improved Distribution Matching for Dataset Condensation CVPR 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction ACL 2023
Data Efficient Neural Scaling Law via Model Reusing ICML 2023
Grounded Image Text Matching with Mismatched Relation Reasoning ICCV 2023
CT-DQN: Control-Tutored Deep Reinforcement Learning L4DC 2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models NIPS 2023
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NIPS 2023
State Regularized Policy Optimization on Data with Dynamics Shift NIPS 2023
Hindsight Learning for MDPs with Exogenous Inputs ICML 2023
Samples With Low Loss Curvature Improve Data Efficiency CVPR 2023
How Many Data Samples is an Additional Instruction Worth? EACL 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022
Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning AAAI 2022
ExtEnD: Extractive Entity Disambiguation ACL 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022
A survey on improving NLP models with human explanations ACL 2022
Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets RSS 2022