synthetic data generation

Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation ICLR 2025 A Video is Worth 10000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval WACV 2025 Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025 Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance EMNLP 2025 Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints ICLR 2025 BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text SemEval 2025 Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data ICCV 2025 CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SemEval 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages Interspeech 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing AAAI 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 Collaborative Co-Design Practices for Supporting Synthetic Data Generation in Large Language Models: A Pilot Study EMNLP 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025 CTSyn: A Foundation Model for Cross Tabular Data Generation ICLR 2025 CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025 CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation AACL 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025