Exploring Data Augmentation Methods on Social Media Corpora

3 March 2023

Papers citing "Exploring Data Augmentation Methods on Social Media Corpora"

12 / 12 papers shown

Title
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 94 818 0 07 May 2021
Scalar Adjective Identification and Multilingual Ranking Aina Garí Soler Marianna Apidianaki 40 6 0 03 May 2021
BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Aina Garí Soler Marianna Apidianaki 32 19 0 06 Oct 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen Zichao Yang Diyi Yang VLM 77 363 0 25 Apr 2020
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Jesse Dodge Gabriel Ilharco Roy Schwartz Ali Farhadi Hannaneh Hajishirzi Noah A. Smith 93 595 0 15 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 321 1,613 0 21 Jan 2020
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 135 546 0 31 Aug 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 124 2,314 0 29 Apr 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 99 1,949 0 31 Jan 2019
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 82 612 0 16 May 2018
Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu T. Hoang Kenneth Heafield ... Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch 85 716 0 01 Apr 2018
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 239 2,716 0 20 Nov 2015