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Machine Learning
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Data Augmentation
3,622 papers
Papers per year
2002: 2
2006: 1
2008: 2
2009: 1
2011: 3
2012: 3
2013: 9
2014: 8
2015: 7
2016: 35
2017: 45
2018: 108
2019: 239
2020: 329
2021: 477
2022: 518
2023: 607
2024: 561
2025: 546
2026: 121
Papers
CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model
EMNLP 2022
NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic
EMNLP 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task
EMNLP 2022
The AISP-SJTU Translation System for WMT 2022
EMNLP 2022
NT5 at WMT 2022 General Translation Task
EMNLP 2022
Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task
EMNLP 2022
The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22
EMNLP 2022
DUTNLP Machine Translation System for WMT22 General MT Task
EMNLP 2022
HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task
EMNLP 2022
Vega-MT: The JD Explore Academy Machine Translation System for WMT22
EMNLP 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation
EMNLP 2022
Data Augmentation for Inline Tag-Aware Neural Machine Translation
EMNLP 2022
Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints
EMNLP 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
EMNLP 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
EMNLP 2022
University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages
EMNLP 2022
Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages
EMNLP 2022
MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22
EMNLP 2022
Improved Data Augmentation for Translation Suggestion
EMNLP 2022
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
ICLR 2022
How Tempering Fixes Data Augmentation in Bayesian Neural Networks
ICML 2022
Lie Point Symmetry Data Augmentation for Neural PDE Solvers
ICML 2022
Auxiliary Learning with Joint Task and Data Scheduling
ICML 2022
Privacy for Free: How does Dataset Condensation Help Privacy?
ICML 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
ICML 2022
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