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

A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering NAACL 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Validating Causal Inference Methods ICML 2022
Conciseness: An Overlooked Language Task EMNLP 2022
Political Event Coding as Text-to-Text Sequence Generation EMNLP 2022
Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data MIDL 2022
Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks AAAI 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset AACL 2022
Generating Information-Seeking Conversations from Unlabeled Documents EMNLP 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022
Tensor Feature Hallucination for Few-Shot Learning WACV 2022
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data NAACL 2022
Logical Reasoning for Task Oriented Dialogue Systems ACL 2022
Generating unlabelled data for a tri-training approach in a low resourced NER task NAACL 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset IJCNLP 2022
Synthsonic: Fast, Probabilistic modeling and Synthesis of Tabular Data AISTATS 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Offensive Content Detection via Synthetic Code-Switched Text COLING 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022
Private Set Generation with Discriminative Information NIPS 2022