synthetic data

LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 Machine-generated text detection prevents language model collapse EMNLP 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code ICLR 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory ICLR 2025 MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World CVPR 2025 Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025 MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025 MobileH2R: Learning Generalizable Human to Mobile Robot Handover Exclusively from Scalable and Diverse Synthetic Data CVPR 2025 Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains ICLR 2025 Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress ACL 2025 Multilingual Data Filtering using Synthetic Data from Large Language Models EMNLP 2025 Multi-Resolution Guided 3D GANs for Medical Image Translation WACV 2025 Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset ACL 2025 On Consistent Bayesian Inference from Synthetic Data JMLR 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025 O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion EMNLP 2025 OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics WACV 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Optimizing ASR for Catalan-Spanish Code-Switching: A Comparative Analysis of Methodologies Interspeech 2025 OuroMamba: A Data-Free Quantization Framework for Vision Mamba ICCV 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025