BERT-Deep CNN: State-of-the-Art for Sentiment Analysis of COVID-19 Tweets

4 November 2022

Javad Hassannataj Joloudari

Papers citing "BERT-Deep CNN: State-of-the-Art for Sentiment Analysis of COVID-19 Tweets"

27 / 27 papers shown

Title
Multi-channel CNN to classify nepali covid-19 related tweets using hybrid features C. Sitaula T. B. Shahi 28 24 0 19 Mar 2022
Fighting the COVID-19 Infodemic with a Holistic BERT Ensemble Georgios Tziafas Konstantinos Kogkalidis Tommaso Caselli 43 9 0 12 Apr 2021
COVID-19 sentiment analysis via deep learning during the rise of novel cases Rohitash Chandra Aswin Krishna 55 97 0 05 Apr 2021
g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection Anna Glazkova Maksim Glazkov T. Trifonov 59 59 0 22 Dec 2020
Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks Kakia Chatsiou 47 10 0 20 Oct 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Yandrapati Prakash Babu Eswari Rajagopal 64 9 0 12 Sep 2020
Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic Anna M. Kruspe Matthias Häberle Iona Kuhn Xiaoxiang Zhu 41 60 0 27 Aug 2020
An Exploratory Study of COVID-19 Information on Twitter in the Greater Region Ninghan Chen Zhiqiang Zhong Jun Pang 39 11 0 12 Aug 2020
Large-scale, Language-agnostic Discourse Classification of Tweets During COVID-19 O. Gencoglu 34 27 0 02 Aug 2020
Examination of Community Sentiment Dynamics due to COVID-19 Pandemic: A Case Study from A State in Australia Jianlong Zhou Shuiqiao Yang Chun Xiao Fang Chen 31 39 0 22 Jun 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 91 917 0 20 May 2020
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter Martin Müller M. Salathé P. Kummervold VLM MedIm AI4MH 76 360 0 15 May 2020
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach Hamed Jelodar Yongli Wang Rita Orji Shucheng Huang 39 311 0 24 Apr 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 84 1,496 0 27 Feb 2020
Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Youwei Song Jiahai Wang Zhiwei Liang Zhiyue Liu Tao Jiang 68 76 0 12 Feb 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 86 561 0 08 Nov 2019
Fine-grained Sentiment Classification using BERT Manish Munikar Sushil Shakya Aakash Shrestha SSeg 49 203 0 04 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 366 6,455 0 26 Sep 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 653 24,464 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,433 0 19 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,521 0 14 May 2019
Suggestion Mining from Online Reviews using ULMFiT Sarthak Anand Debanjan Mahata Kartik Aggarwal Laiba Mehnaz Simra Shahid Haimin Zhang Yaman Kumar Singla R. Shah Karan Uppal LRM 64 6 0 19 Apr 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 210 4,460 0 02 Feb 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 156 5,659 0 25 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 241 3,728 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 57 144 0 11 Jun 2018