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Synthetic Data Generation

38 papers

Papers per year

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26

Papers

Learning from Synthetic Data: Limitations of ERM ALT 2026
On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025
Story Generation with Large Language Models for African Languages ACL 2025
Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection ACL 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
Synthetic Data Generated from CT Scans for Patient Pose Assessment MIDL 2025
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021