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

Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy ACL 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification NIPS 2024
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NIPS 2024
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024
DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes SEMEVAL 2024
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces NIPS 2024
PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction WACV 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
Vikriti-ID: A Novel Approach for Real Looking Fingerprint Data-Set Generation WACV 2024
GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ACL 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024
TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields CVPR 2024
Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024
Synthetic Arabic Medical Dialogues Using Advanced Multi-Agent LLM Techniques ACL 2024
Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs ACL 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024
Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure SEMEVAL 2024
JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024
Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure NAACL 2024