ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text
Classification

ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification

16 December 2021

Papers citing "ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification"

12 / 12 papers shown

Title
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification Zhuowei Chen Lianxi Wang Yuben Wu Xinfeng Liao Yujia Tian Junyang Zhong DiffM 32 0 0 05 Sep 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Sreyan Ghosh Utkarsh Tyagi Sonal Kumar C. K. Evuru S Ramaneswaran S. Sakshi Dinesh Manocha 51 5 0 06 Jun 2024
Targeted Augmentation for Low-Resource Event Extraction Sijia Wang Lifu Huang 32 1 0 14 May 2024
Evaluation Metrics for Text Data Augmentation in NLP Marcellus Amadeus William Alberto Cruz Castañeda 38 1 0 09 Feb 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better Shengchao Liu Xiaoming Liu Yichen Wang Zehua Cheng Chengzhengxu Li Zhaohan Zhang Y. Lan Chao Shen DeLMO 34 2 0 01 Feb 2024
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis Stanislaw Wo'zniak Jan Kocoñ 42 9 0 07 Dec 2023
Simple Data Augmentation Techniques for Chinese Disease Normalization Wenqian Cui Xiangling Fu Shao-Chen Liu Mingjun Gu Xien Liu Ji Wu Irwin King 27 0 0 02 Jun 2023
Neighborhood-Regularized Self-Training for Learning with Few Labels Ran Xu Yue Yu Hejie Cui Xuan Kan Yanqiao Zhu Joyce C. Ho Chao Zhang Carl Yang SSL 19 23 0 10 Jan 2023
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 25 0 0 20 Nov 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 51 5 0 06 Oct 2022
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 36 334 0 07 Jul 2021
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 216 315 0 04 Mar 2020