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data augmentation

3037 papers

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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

SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022
Improving GANs with A Dynamic Discriminator NIPS 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Transformers on Multilingual Clause-Level Morphology EMNLP 2022
The AISP-SJTU Translation System for WMT 2022 EMNLP 2022
ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning NIPS 2022
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NIPS 2022
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NIPS 2022
Data augmentation for efficient learning from parametric experts NIPS 2022
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NIPS 2022
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation ACL 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
Geometric and Textural Augmentation for Domain Gap Reduction CVPR 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation NAACL 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022