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data augmentation

3052 papers

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Also known as

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

The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023
Spot Keywords From Very Noisy and Mixed Speech INTERSPEECH 2023
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice INTERSPEECH 2023
MetricAug: A Distortion Metric-Lead Augmentation Strategy for Training Noise-Robust Speech Emotion Recognizer INTERSPEECH 2023
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition INTERSPEECH 2023
Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH 2023
BIT’s System for Multilingual Track ACL 2023
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation EACL 2023
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition INTERSPEECH 2023
UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR INTERSPEECH 2023
Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SEMEVAL 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
SKIM at WMT 2023 General Translation Task EMNLP 2023
BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bangla EMNLP 2023
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023
Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023
Auxiliary Modality Learning with Generalized Curriculum Distillation ICML 2023
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
An Extensive Exploration of Back-Translation in 60 Languages ACL 2023
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners EACL 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification SEMEVAL 2023
Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023