conftrace_

synthetic data generation

590 papers

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Also known as

SDG

Co-occurring keywords

large language model (13587) synthetic datum (765) data augmentation (3052) domain adaptation (4595) diffusion model (3751) text classification (6793) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) language model (4599)

Papers

Medical Manifestation-Aware De-Identification AAAI 2025
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment CVPR 2025
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection CVPR 2025
PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks AAAI 2025
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
Procedural Environment Generation for Tool-Use Agents EMNLP 2025
Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance ACL 2025
MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025
SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization CVPR 2025
CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025
You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans EMNLP 2025
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025
STAR: Self-Automated Back-Querying for Production Data Generation AACL 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning AACL 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications AACL 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025
Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025