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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

Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning WACV 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Detecting Tear Gas Canisters With Limited Training Data WACV 2022
Improving Model Generalization by Agreement of Learned Representations From Data Augmentation WACV 2022
Data Augmented 3D Semantic Scene Completion With 2D Segmentation Priors WACV 2022
Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL COLING 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping INTERSPEECH 2022
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing INTERSPEECH 2022
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR INTERSPEECH 2022
Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ACL 2022
Data Augmentation for Biomedical Factoid Question Answering ACL 2022
OCR Improves Machine Translation for Low-Resource Languages ACL 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022
BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022
Decoding Part-of-Speech from Human EEG Signals ACL 2022
Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022
A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022
TINA: Textual Inference with Negation Augmentation EMNLP 2022