Data Augmentation Approaches in Natural Language Processing: A Survey

5 October 2021

Yutai Hou

Papers citing "Data Augmentation Approaches in Natural Language Processing: A Survey"

30 / 80 papers shown

Title
Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Oliver Vinzelberg M. Jenkins Gordon Morison David McMinn Z. Tieges 27 6 0 24 Mar 2023
HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media Isabel Segura-Bedmar ViT 29 1 0 24 Feb 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 16 6 0 22 Feb 2023
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification Bohan Li Xiao Xu Xinghao Wang Yutai Hou Yunlong Feng Feng Wang Xuanliang Zhang Qingfu Zhu Wanxiang Che DiffM VLM 18 10 0 04 Feb 2023
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification Dania Refai Saleh Abu-Soud Mohammad J. Abdel-Rahman 37 12 0 28 Dec 2022
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 30 5 0 27 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset Shaswat Patel Prince Bansal Preeti Kaur 23 2 0 20 Dec 2022
Check-worthy Claim Detection across Topics for Automated Fact-checking Amani S. Abumansour A. Zubiaga 16 5 0 16 Dec 2022
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT Siyuan Lu Chenchen Zhou Keli Xie Jun Lin Zhongfeng Wang 14 1 0 16 Nov 2022
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks Xuming Hu Yong-jia Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu 36 13 0 19 Oct 2022
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR Rui Li Guodong Ma Dexin Zhao Ranran Zeng Xiaoyu Li Haolin Huang 21 2 0 16 Oct 2022
A multi-category inverse design neural network and its application to diblock copolymers Dan Wei Tiejun Zhou Yuanfei Huang Kai Jiang 17 3 0 12 Oct 2022
The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory Paulo Pirozelli Ais B. R. Castro Ana Luiza C. de Oliveira A. Oliveira Flávio N. Caccao ... A. H. R. Costa A. Brandão Denis Deratani Mauá Fabio Gagliardi Cozman S. M. Peres 29 2 0 06 Sep 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 21 15 0 24 Aug 2022
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Dilek Z. Hakkani-Tür 26 7 0 22 Jul 2022
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation Leiyang Xu Qianqian Wang Xiaotian Lin Lin Yuan MedIm 24 6 0 20 Jul 2022
Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen Yeyun Gong Yelong Shen Song Wang Xiaojun Quan Nan Duan Weizhu Chen 34 5 0 28 Jun 2022
On gradient descent training under data augmentation with on-line noisy copies K. Hagiwara 15 0 0 08 Jun 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners Canyu Chen Kai Shu VLM 31 8 0 18 May 2022
AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation Chang-Hu Jin Shigui Qiu Nini Xiao Hao Jia 6 7 0 10 May 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 238 280 0 15 Jul 2021
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation Ieva Staliunaite P. Gorinski Ignacio Iacobacci LRM 136 22 0 13 Jan 2021
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 192 41 0 02 Jan 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq R. Joty Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 142 52 0 23 Oct 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 140 66 0 16 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 205 241 0 16 Oct 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 214 347 0 04 Mar 2020