synthetic data generation

Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024 DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes SemEval 2024 Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024 EgoGen: An Egocentric Synthetic Data Generator CVPR 2024 EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity NeurIPS 2024 Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces NeurIPS 2024 Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024 Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024 Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024 Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NeurIPS 2024 EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NeurIPS 2024 Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains EMNLP 2024 Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024 Exploring Factual Entailment with NLI: A News Media Study NAACL 2024 Fetch and Forge: Efficient Dataset Condensation for Object Detection NeurIPS 2024 Foundation Inference Models for Markov Jump Processes NeurIPS 2024 FPGAN-Control: A Controllable Fingerprint Generator for Training With Synthetic Data WACV 2024 GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024 Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024 Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) NAACL 2024 Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy ACL 2024 Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024 GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024 Grammatical Error Correction for Code-Switched Sentences by Learners of English COLING 2024 HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection NeurIPS 2024