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

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023
HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery NIPS 2023
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models NIPS 2023
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation NIPS 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models NIPS 2023
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation NIPS 2023
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NIPS 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting NIPS 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction SEMEVAL 2023
PLACES: Prompting Language Models for Social Conversation Synthesis EACL 2023
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking EACL 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly WACV 2023
Improved Distribution Matching for Dataset Condensation CVPR 2023
SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners ICML 2023
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
Bias On Demand: Investigating Bias with a Synthetic Data Generator IJCAI 2023
TDG4Crowd:Test Data Generation for Evaluation of Aggregation Algorithms in Crowdsourcing IJCAI 2023
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning ICCV 2023
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022