synthetic data generation

Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025 Hi-GEC: Hindi Grammar Error Correction in Low Resource Scenario COLING 2025 How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues EMNLP 2025 HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SemEval 2025 Hybrid Data-Free Knowledge Distillation AAAI 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 Infant Action Generative Modeling WACV 2025 Informative Synthetic Data Generation for Thorax Disease Classification UAI 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 Is Synthetic Data Truly Effective for Training Speech Language Models? Interspeech 2025 KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation EMNLP 2025 KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models ICCV 2025 Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025 Leveraging LLMs for Written to Spoken Style Data Transformation to Enhance Spoken Dialog State Tracking Interspeech 2025 Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs ACL 2025