DoubleMix: Simple Interpolation-Based Data Augmentation for Text
Classification

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification

12 September 2022

Diyi Yang

Papers citing "DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification"

10 / 10 papers shown

Title
Improving Diffusion-based Data Augmentation with Inversion Spherical Interpolation Yanghao Wang Long Chen DiffM 37 0 0 29 Aug 2024
Enhancing In-Context Learning via Implicit Demonstration Augmentation Xiaoling Zhou Wei Ye Yidong Wang Chaoya Jiang Zhemg Lee Rui Xie Shikun Zhang 33 3 0 27 Jun 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 109 22 0 15 May 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation Kyohoon Jin Junho Lee Juhwan Choi Sangmin Song Youngbin Kim 40 0 0 22 Mar 2024
Evaluation Metrics for Text Data Augmentation in NLP Marcellus Amadeus William Alberto Cruz Castañeda 38 1 0 09 Feb 2024
Summarization-based Data Augmentation for Document Classification Yueguan Wang Naoki Yoshinaga VLM RALM 16 1 0 01 Dec 2023
Probabilistic Linguistic Knowledge and Token-level Text Augmentation Zhengxiang Wang 26 0 0 29 Jun 2023
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup Mao Ye Haitao Wang Zheqian Chen 16 1 0 31 May 2023
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training Hui Chen Wei Han Soujanya Poria 48 13 0 23 Oct 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners Canyu Chen Kai Shu VLM 31 8 0 18 May 2022