conftrace_

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

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models EMNLP 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
Exploring the Impact of Rendering Method and Motion Quality on Model Performance When Using Multi-View Synthetic Data for Action Recognition WACV 2024
Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming NIPS 2024
SimGen: Simulator-conditioned Driving Scene Generation NIPS 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains EMNLP 2024
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NIPS 2024
CrashCar101: Procedural Generation for Damage Assessment WACV 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024
Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data WACV 2024
Watermarking Makes Language Models Radioactive NIPS 2024
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024
3D Vision and Language Pretraining with Large-Scale Synthetic Data IJCAI 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold NIPS 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring EMNLP 2024
Pretraining Language Models Using Translationese EMNLP 2024
Learning to Read Analog Gauges from Synthetic Data WACV 2024