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

SurvivalGAN: Generating Time-to-Event Data for Survival Analysis AISTATS 2023
Noise-Aware Statistical Inference with Differentially Private Synthetic Data AISTATS 2023
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction EMNLP 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models EMNLP 2023
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations EMNLP 2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale EMNLP 2023
Comparative Study of Models Trained on Synthetic Data for Ukrainian Grammatical Error Correction EACL 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction ACL 2023
Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023
Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023
Genie: Show Me the Data for Quantization CVPR 2023
Data-Free Knowledge Distillation via Feature Exchange and Activation Region Constraint CVPR 2023
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NIPS 2023
TabMT: Generating tabular data with masked transformers NIPS 2023
Expanding Small-Scale Datasets with Guided Imagination NIPS 2023
Synthcity: a benchmark framework for diverse use cases of tabular synthetic data NIPS 2023
LIQUID: A Framework for List Question Answering Dataset Generation AAAI 2023
A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ACL 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023
Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process ICML 2023
Unsupervised Code-switched Text Generation from Parallel Text INTERSPEECH 2023
Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer CVPR 2023
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023