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

Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models ICCV 2025
Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language NAACL 2025
MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025
HairCUP: Hair Compositional Universal Prior for 3D Gaussian Avatars ICCV 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025
Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval AAAI 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
What is it? Towards a Generalizable Native American Language Identification System NAACL 2025
STAR: Self-Automated Back-Querying for Production Data Generation AACL 2025
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications AACL 2025
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data NAACL 2025
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs NAACL 2025
Improving Informally Romanized Language Identification EMNLP 2025
A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025
Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025
Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025