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Data Augmentation

3,622 papers

Papers per year

Papers

Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation EMNLP 2022
Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning WACV 2022
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task NAACL 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Retrieval Based Response Letter Generation For a Customer Care Setting NAACL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation SEMEVAL 2022
Vega-MT: The JD Explore Academy Machine Translation System for WMT22 EMNLP 2022
AIM: An Auto-Augmenter for Images and Meshes CVPR 2022
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness NIPS 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages EMNLP 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M NAACL 2022
Data Augmentation as Feature Manipulation ICML 2022
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping INTERSPEECH 2022
Kubric: A Scalable Dataset Generator CVPR 2022
Logit Perturbation AAAI 2022
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022
SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy INTERSPEECH 2022
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions EMNLP 2022
Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling NAACL 2022
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022