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synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

A Low-Resource Approach to the Grammatical Error Correction of Ukrainian EACL 2023
The Transient Nature of Emergent In-Context Learning in Transformers NIPS 2023
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision CVPR 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023
A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023
Domain Terminology Integration into Machine Translation: Leveraging Large Language Models EMNLP 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023 ACL 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NIPS 2023
Differentially private synthetic data using KD-trees UAI 2023
A Closer Look at k-Nearest Neighbors Grammatical Error Correction ACL 2023
Exploring the Sim2Real Gap Using Digital Twins ICCV 2023
Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data NIPS 2023
Cross-Domain 3D Hand Pose Estimation With Dual Modalities CVPR 2023
Algorithmically Effective Differentially Private Synthetic Data COLT 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Creating a Forensic Database of Shoeprints From Online Shoe-Tread Photos WACV 2023
Bent & Broken Bicycles: Leveraging Synthetic Data for Damaged Object Re-Identification WACV 2023
D2F2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation WACV 2023
Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset NIPS 2022