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

Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NIPS 2024
IR2: Information Regularization for Information Retrieval COLING 2024
EgoGen: An Egocentric Synthetic Data Generator CVPR 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024
Towards a Zero-Data, Controllable, Adaptive Dialog System COLING 2024
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming NIPS 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection NIPS 2024
Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch EMNLP 2024
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NIPS 2024
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training NIPS 2024
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series NIPS 2024
Synthetic Multimodal Question Generation EMNLP 2024
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
Foundation Inference Models for Markov Jump Processes NIPS 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024
AESim: A Data-Driven Aircraft Engine Simulator IJCAI 2024
Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles NAACL 2024