synthetic data

Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026 Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative Understanding SemEval 2026 TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026 Towards Robust Event-Based Depth Estimation: Bridging Synthetic and Real Domains with Motion Adaptation AAAI 2026 UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision CVPR 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 Workload-Preserving Differentially Private Synthetic Data for Causal Inference via Maximum-Entropy Calibration UAI 2026 YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual Tasks SemEval 2026 ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026 ZINA: Multimodal Fine-grained Hallucination Detection and Editing CVPR 2026 A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets AISTATS 2025 Adapting Whisper for low-resource Hindi-English Code-Mix speech with on-the-fly Augmentation & LLM-Synthesised Data Interspeech 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation CVPR 2025 A Generalized Theory of Mixup for Structure-Preserving Synthetic Data AISTATS 2025 AIGT: AI Generative Table Based on Prompt COLING 2025 AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025 A Little Human Data Goes A Long Way ACL 2025 Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025 Amodal3R: Amodal 3D Reconstruction from Occluded 2D Images ICCV 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025 An empirical study of validating synthetic data for formula generation NAACL 2025