data generation

Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023 Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023 Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023 GTCOM and DLUT’s Neural Machine Translation Systems for WMT23 EMNLP 2023 Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting AAAI 2023 Joint Data-Task Generation for Auxiliary Learning NeurIPS 2023 Learning Antidote Data to Individual Unfairness ICML 2023 MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations CoRL 2023 Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023 Neural Lighting Simulation for Urban Scenes NeurIPS 2023 NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023 Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NeurIPS 2023 Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process ICCV 2023 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning ICLR 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023 TabMT: Generating tabular data with masked transformers NeurIPS 2023 Towards Better Hierarchical Text Classification with Data Generation ACL 2023 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Hermite Polynomial Features for Private Data Generation ICML 2022 One-Shot Compositional Data Generation for Low Resource Handwritten Text Recognition WACV 2022 The University of Edinburgh’s Submission to the WMT22 Code-Mixing Shared Task (MixMT) EMNLP 2022 Conditionally independent data generation UAI 2021 Constructing a Fair Classifier with Generated Fair Data AAAI 2021 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021 Unleash GPT-2 Power for Event Detection ACL 2021