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

Synthetic Data Generation for Training Diversified Commonsense Reasoning Models ACL 2026
Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026
Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation ACL 2026
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026
DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis ACL 2026
Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026
AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use ACL 2026
SynthAgent: Adapting Web Agents with Synthetic Supervision ACL 2026
A Lightweight Explainable Guardrail for Prompt Safety ACL 2026
Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations ACL 2026
GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation MIDL 2026
Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays MIDL 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
From Text to Multi-Modal: Advancing Low-Resource-Language Translation through Synthetic Data Generation and Cross-Modal Alignments NAACL 2025
Nayana OCR: A Scalable Framework for Document OCR in Low-Resource Languages NAACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025