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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

BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation NAACL 2022
The AISP-SJTU Translation System for WMT 2022 EMNLP 2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
A Theory of PAC Learnability under Transformation Invariances NIPS 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022
The VolcTrans System for WMT22 Multilingual Machine Translation Task EMNLP 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022
Conditional set generation using Seq2seq models EMNLP 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness NIPS 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NIPS 2022
Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations CVPR 2022
Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022
Improving Dialogue Act Recognition with Augmented Data EMNLP 2022
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022
Efficient and Effective Augmentation Strategy for Adversarial Training NIPS 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language SEMEVAL 2022
akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection SEMEVAL 2022