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

InstructLR: A Scalable Approach to Create Instruction Dataset for Under-Resourced Languages EACL 2026

LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection AAAI 2026

Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026

Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026

I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks AAAI 2026

Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences AAAI 2026

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026

Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026

RoSE: Round-robin Synthetic Data Evaluation for Selecting LLM Generators without Human Test Sets EACL 2026

AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026

CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026

Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation EACL 2026

PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure AAAI 2026

Scaling-up Perceptual Video Quality Assessment AAAI 2026

ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026

Can We Challenge Open-Vocabulary Object Detectors with Generated Content in Street Scenes? WACV 2026

SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026

ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026

Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue EACL 2026

ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers EACL 2026

Scaling Data-Constrained Language Models with Synthetic Data EACL 2026

DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization EACL 2026

Synthetic Data Generation Pipeline for Low-Resource Swahili Sentiment Analysis: Multi-LLM Judging with Human Validation EACL 2026

Navigating Data Scarcity in Low-Resource English-Tatar Translation using LLM Fine-Tuning EACL 2026

Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling AAAI 2026