synthetic data generation

Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation NeurIPS 2024 Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence COLING 2024 IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024 Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024 Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024 Improving Text Embeddings with Large Language Models ACL 2024 In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024 Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NeurIPS 2024 Instruction Data Generation and Unsupervised Adaptation for Speech Language Models Interspeech 2024 IR2: Information Regularization for Information Retrieval COLING 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024 KGAST: From Knowledge Graphs to Annotated Synthetic Texts ACL 2024 Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024 KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024 Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models Encode the Practice of Medicine NAACL 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024 Learning to Read Analog Gauges from Synthetic Data WACV 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets NAACL 2024 Marginal Causal Flows for Validation and Inference NeurIPS 2024 MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NeurIPS 2024 MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs ACL 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024