synthetic data generation

NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits ICML 2025 NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities EMNLP 2025 On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025 OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 PFGuard: A Generative Framework with Privacy and Fairness Safeguards ICLR 2025 pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation SemEval 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025 Procedural Environment Generation for Tool-Use Agents EMNLP 2025 Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction ACL 2025 PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks AAAI 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation EMNLP 2025 RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions ICCV 2025 Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation COLING 2025 Removing Reflections from RAW Photos CVPR 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025