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synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

Learning from Synthetic Data: Limitations of ERM ALT 2026
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026
Towards Robust Event-Based Depth Estimation: Bridging Synthetic and Real Domains with Motion Adaptation AAAI 2026
Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract) AAAI 2026
Condensed Data Expansion Using Model Inversion for Knowledge Distillation AAAI 2026
Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026
SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026
BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining WACV 2026
Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training WACV 2026
SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026
Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach EACL 2026
Multilingual Self-Taught Faithfulness Evaluators EACL 2026
Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz EACL 2026
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025