EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks

31 January 2019

Papers citing "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks"

18 / 268 papers shown

Title
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 21 31 0 21 Sep 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 21 72 0 05 Aug 2020
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya Abrhalei Tela Abraham Woubie Ville Hautamaki 32 12 0 13 Jun 2020
What Are People Asking About COVID-19? A Question Classification Dataset Jerry W. Wei Chengyu Huang Soroush Vosoughi Jason W. Wei 11 34 0 26 May 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 30 175 0 24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 27 91 0 24 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 22 373 0 01 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 38 120 0 26 Mar 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 22 11 0 23 Mar 2020
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi Vukosi Marivate T. Sefara Vongani Chabalala Keamogetswe Makhaya T. Mokgonyane Rethabile Mokoena Abiodun Modupe 17 28 0 18 Feb 2020
Data Augmentation for Deep Learning-based Radio Modulation Classification Liang Huang Weijian Pan You Zhang L. Qian Nan Gao Yuan Wu 28 133 0 06 Dec 2019
Not Enough Data? Deep Learning to the Rescue! Ateret Anaby-Tavor Boaz Carmeli Esther Goldbraich Amir Kantor George Kour Segev Shlomov N. Tepper Naama Zwerdling 14 365 0 08 Nov 2019
Coverage Guided Testing for Recurrent Neural Networks Wei Huang Youcheng Sun Xing-E. Zhao James Sharp Wenjie Ruan Jie Meng Xiaowei Huang AAML 19 47 0 05 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 21 727 0 28 Oct 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric P. Xing 29 116 0 28 Oct 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 30 230 0 21 Apr 2019
Low Resource Text Classification with ULMFit and Backtranslation Sam Shleifer VLM 11 57 0 21 Mar 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 258 13,368 0 25 Aug 2014