synthetic data

Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023 Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization Interspeech 2023 IS SYNTHETIC DATA FROM GENERATIVE MODELS READY FOR IMAGE RECOGNITION? ICLR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP ICLR 2023 Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses NeurIPS 2023 Label differential privacy and private training data release ICML 2023 Label-Free Liver Tumor Segmentation CVPR 2023 Language Models are Realistic Tabular Data Generators ICLR 2023 Learning Hyper Label Model for Programmatic Weak Supervision ICLR 2023 LIQUID: A Framework for List Question Answering Dataset Generation AAAI 2023 Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023 Noise-Aware Statistical Inference with Differentially Private Synthetic Data AISTATS 2023 Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023 NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023 ACL 2023 On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ACL 2023 On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023 Optimized Tokenization for Transcribed Error Correction EMNLP 2023 Post-processing Private Synthetic Data for Improving Utility on Selected Measures NeurIPS 2023 Progressive Multi-View Human Mesh Recovery with Self-Supervision AAAI 2023 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NeurIPS 2023 QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023 RankAug: Augmented data ranking for text classification EMNLP 2023 RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question ACL 2023 S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023 Scaling Laws for Reward Model Overoptimization ICML 2023