← Keywords

data augmentation

3037 papers

Explore in graph

Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Practical Transformer-based Multilingual Text Classification NAACL 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021
A Prototypical Network Approach for Evaluating Generated Emotional Speech INTERSPEECH 2021
Text Augmentation in a Multi-Task View EACL 2021
A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist EACL 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction IJCNLP 2021
Learning to Perturb Word Embeddings for Out-of-distribution QA IJCNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models IJCNLP 2021
On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization MLHC 2021
Solving Machine Learning Problems ACML 2021
Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021
RarePlanes: Synthetic Data Takes Flight WACV 2021
Adapting Coreference Resolution for Processing Violent Death Narratives NAACL 2021
Text Augmentation Techniques in Drug Adverse Effect Detection Task NAACL 2021
The Helsinki submission to the AmericasNLP shared task NAACL 2021
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation NIPS 2021
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning ACL 2021
Towards Equal Gender Representation in the Annotations of Toxic Language Detection ACL 2021
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task ACL 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition IJCNLP 2021
ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles IJCNLP 2021