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

Help from the Neighbors: Estonian Dialect Normalization Using a Finnish Dialect Generator NAACL 2022
Kubric: A Scalable Dataset Generator CVPR 2022
It's About Time: Analog Clock Reading in the Wild CVPR 2022
Bayesian Pseudo Posterior Mechanism under Asymptotic Differential Privacy JMLR 2022
Zero-shot Disfluency Detection for Indian Languages COLING 2022
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) NIPS 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022
Artificial Dummies for Urban Dataset Augmentation AAAI 2021
UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021
Differentially Private Query Release Through Adaptive Projection ICML 2021
Learning Optical Flow From Still Images CVPR 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021
AutoFlow: Learning a Better Training Set for Optical Flow CVPR 2021
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation EMNLP 2021
Aspect-Controllable Opinion Summarization EMNLP 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NIPS 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
Towards Context-Agnostic Learning Using Synthetic Data NIPS 2021
Maastricht University’s Large-Scale Multilingual Machine Translation System for WMT 2021 EMNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021