Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings

7 June 2024

Papers citing "Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings"

13 / 13 papers shown

Title
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction Ayaan Haque V. Reddi Tyler Giallanza NoLa 42 60 0 18 Feb 2021
Long Range Arena: A Benchmark for Efficient Transformers Yi Tay Mostafa Dehghani Samira Abnar Songlin Yang Dara Bahri Philip Pham J. Rao Liu Yang Sebastian Ruder Donald Metzler 147 720 0 08 Nov 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 96 917 0 20 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 174 4,071 0 10 Apr 2020
SemEval-2017 Task 4: Sentiment Analysis in Twitter Sara Rosenthal N. Farra Preslav Nakov VLM 92 798 0 02 Dec 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 307 2,387 0 11 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,464 0 26 Jul 2019
Unlabeled Data Improves Adversarial Robustness Y. Carmon Aditi Raghunathan Ludwig Schmidt Percy Liang John C. Duchi 127 752 0 31 May 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 110 1,957 0 31 Jan 2019
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning Christos Baziotis Athanasiou Nikolaos Alexandra Chronopoulou Athanasia Kolovou Georgios Paraskevopoulos Nikolaos Ellinas Shrikanth Narayanan Alexandros Potamianos 57 127 0 18 Apr 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 90 718 0 01 Apr 2018
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 248 2,722 0 20 Nov 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013