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OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

A Survey of Data Augmentation Approaches for NLP
Steven Y. Feng, Varun Gangal, Jason Wei, et al.
(2021)
Open Access | Times Cited: 358

Showing 1-25 of 358 citing articles:

Text Data Augmentation for Deep Learning
Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht
Journal Of Big Data (2021) Vol. 8, Iss. 1
Open Access | Times Cited: 1411
Natural language processing applied to mental illness detection: a narrative review
Tianlin Zhang, Annika Marie Schoene, Shaoxiong Ji, et al.
npj Digital Medicine (2022) Vol. 5, Iss. 1
Open Access | Times Cited: 254
A Survey on Data Augmentation for Text Classification
Markus Bayer, Marc‐André Kaufhold, Christian Reuter
ACM Computing Surveys (2022) Vol. 55, Iss. 7, pp. 1-39
Open Access | Times Cited: 236
Data augmentation approaches in natural language processing: A survey
Bohan Li, Yutai Hou, Wanxiang Che
AI Open (2022) Vol. 3, pp. 71-90
Open Access | Times Cited: 207
A survey on large language model (LLM) security and privacy: The Good, The Bad, and The Ugly
Yifan Yao, Jinhao Duan, Kaidi Xu, et al.
High-Confidence Computing (2024) Vol. 4, Iss. 2, pp. 100211-100211
Open Access | Times Cited: 191
Data Augmentation techniques in time series domain: a survey and taxonomy
Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, et al.
Neural Computing and Applications (2023) Vol. 35, Iss. 14, pp. 10123-10145
Open Access | Times Cited: 115
A survey of GPT-3 family large language models including ChatGPT and GPT-4
Katikapalli Subramanyam Kalyan
Natural Language Processing Journal (2023) Vol. 6, pp. 100048-100048
Open Access | Times Cited: 109
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Jiaao Chen, Derek Tam, Colin Raffel, et al.
Transactions of the Association for Computational Linguistics (2023) Vol. 11, pp. 191-211
Open Access | Times Cited: 86
Learning Video Representations from Large Language Models
Yue Zhao, Ishan Misra, Philipp Krähenbühl, et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023)
Open Access | Times Cited: 64
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real
Qinghai Miao, Yisheng Lv, Min Huang, et al.
IEEE/CAA Journal of Automatica Sinica (2023) Vol. 10, Iss. 3, pp. 603-631
Closed Access | Times Cited: 54
SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization
Aytuǧ Onan
Journal of King Saud University - Computer and Information Sciences (2023) Vol. 35, Iss. 7, pp. 101611-101611
Open Access | Times Cited: 54
Tabular and latent space synthetic data generation: a literature review
João Fonseca, Fernando Bação
Journal Of Big Data (2023) Vol. 10, Iss. 1
Open Access | Times Cited: 49
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond
Yifei Zhang, Hao Zhu, Zixing Song, et al.
Proceedings of the AAAI Conference on Artificial Intelligence (2023) Vol. 37, Iss. 9, pp. 11289-11297
Open Access | Times Cited: 42
Automated data processing and feature engineering for deep learning and big data applications: A survey
Alhassan Mumuni, Fuseini Mumuni
Journal of Information and Intelligence (2024)
Open Access | Times Cited: 32
Advancements in point cloud data augmentation for deep learning: A survey
Qinfeng Zhu, Lei Fan, Ningxin Weng
Pattern Recognition (2024) Vol. 153, pp. 110532-110532
Open Access | Times Cited: 19
Data-centric Artificial Intelligence: A Survey
Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai, et al.
ACM Computing Surveys (2025)
Open Access | Times Cited: 4
Investigating machine moral judgement through the Delphi experiment
Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, et al.
Nature Machine Intelligence (2025)
Open Access | Times Cited: 2
A Comprehensive Review of Current Trends, Challenges, and Opportunities in Text Data Privacy
Sakib Shahriar, Rozita Dara, Rajen Akalu
Computers & Security (2025), pp. 104358-104358
Open Access | Times Cited: 1
COSTA
Yifei Zhang, Hao Zhu, Zixing Song, et al.
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2022), pp. 2524-2534
Open Access | Times Cited: 67
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang, Haohan Wang, Diyi Yang
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2022)
Open Access | Times Cited: 63
Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions
Marwan Omar, Soohyeon Choi, DaeHun Nyang, et al.
IEEE Access (2022) Vol. 10, pp. 86038-86056
Open Access | Times Cited: 61
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
Yufei Wang, Can Xu, Qing-Feng Sun, et al.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2022)
Open Access | Times Cited: 52
Data augmentation techniques in natural language processing
Lucas Francisco Amaral Orosco Pellicer, Taynan Maier Ferreira, Anna Helena Reali Costa
Applied Soft Computing (2022) Vol. 132, pp. 109803-109803
Open Access | Times Cited: 51
Data augmentation for learning predictive models on EEG: a systematic comparison
Cédric Rommel, Joseph Paillard, Thomas Moreau, et al.
Journal of Neural Engineering (2022) Vol. 19, Iss. 6, pp. 066020-066020
Open Access | Times Cited: 44
DialFact: A Benchmark for Fact-Checking in Dialogue
Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, et al.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2022)
Open Access | Times Cited: 37
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