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

Difficulty-Aware Learning Curve Extrapolation AAAI 2026

TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026

RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data AAAI 2026

Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications ACL 2026

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACL 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

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

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

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026

Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract) AAAI 2026

ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation AAAI 2026

MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy AAAI 2026

LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support AAAI 2026

SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator ACL 2026