Application Areas

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task COLING 2025 Synthetic continued pretraining ICLR 2025 Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025 Synthetic Data in the Era of Large Language Models ACL 2025 Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025 Synthetic Lyrics Detection Across Languages and Genres NAACL 2025 Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025 Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025 Synthetic Visual Genome CVPR 2025 Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data ICLR 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025 Syntriever: How to Train Your Retriever with Synthetic Data from LLMs NAACL 2025 Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025 Systematic Outliers in Large Language Models ICLR 2025 T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025 T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design ICLR 2025 TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation ICLR 2025 TabFlex: Scaling Tabular Learning to Millions with Linear Attention ICML 2025 TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments ICML 2025 TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ACL 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025