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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022
Improving Code-switched ASR with Linguistic Information COLING 2022
The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022
UTNLP at SemEval-2022 Task 6: A Comparative Analysis of Sarcasm Detection Using Generative-based and Mutation-based Data Augmentation SEMEVAL 2022
Probabilistic spatial transformer networks UAI 2022
A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation ACL 2022
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation ACL 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning NIPS 2022
Improving GANs with A Dynamic Discriminator NIPS 2022
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection IJCNLP 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization MLHC 2021
Solving Machine Learning Problems ACML 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021
Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021
RarePlanes: Synthetic Data Takes Flight WACV 2021
Unleash GPT-2 Power for Event Detection ACL 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Adapting Coreference Resolution for Processing Violent Death Narratives NAACL 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 2021
Text Augmentation Techniques in Drug Adverse Effect Detection Task NAACL 2021
The Helsinki submission to the AmericasNLP shared task NAACL 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NIPS 2021
How Data Augmentation affects Optimization for Linear Regression NIPS 2021
Data Augmentation Can Improve Robustness NIPS 2021