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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

Facilitating Terminology Translation with Target Lemma Annotations EACL 2021
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation EACL 2021
Text Simplification by Tagging EACL 2021
Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation EACL 2021
A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests EACL 2021
Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ACL 2021
PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021
Data Augmentation for Graph Neural Networks AAAI 2021
Data Augmentation for Hypernymy Detection EACL 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021
On Robustness of Neural Semantic Parsers EACL 2021
The IDC System for Sentiment Classification and Sarcasm Detection in Arabic EACL 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition INTERSPEECH 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition INTERSPEECH 2021
Disfluency Detection with Unlabeled Data and Small BERT Models INTERSPEECH 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention INTERSPEECH 2021
Hidden Biases in Unreliable News Detection Datasets EACL 2021
Data Strategies for Low-Resource Grammatical Error Correction EACL 2021
SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification INTERSPEECH 2021
SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features INTERSPEECH 2021
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment INTERSPEECH 2021
Russian Paraphrasers: Paraphrase with Transformers EACL 2021