I implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense Layer. I Achieve 65% accuracy with 5 categories and 80% accuracy on 3 categories.
☆13Aug 20, 2021Updated 4 years ago
Alternatives and similar repositories for Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets
Users that are interested in Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets are comparing it to the libraries listed below
Sorting:
- ## 数据挖掘流程 **(一)数据读取** - 读取数据,并进行展示 - 统计数据各项指标 - 明确数据规模与要完成的任务 **(二)特征理解分析** - 单特征分析,逐个变量分析其对结果的影响 - 多变量统计分析,综合考虑多种情况影响 - 统计绘图得…☆10Mar 11, 2020Updated 5 years ago
- detecting the meotions using by analysing the sound of the person unsing python☆10Oct 7, 2019Updated 6 years ago
- Text classification experiments using TextCNNs and Bi-attentive Classification Networks☆10Feb 18, 2019Updated 7 years ago
- My Implementation for the paper EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks using Tensor…☆12Mar 18, 2022Updated 3 years ago
- SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations☆14Apr 15, 2018Updated 7 years ago
- Parametric estimation of multivariate Hawkes processes with general kernels.☆14May 27, 2024Updated last year
- ☆12Dec 10, 2022Updated 3 years ago
- People with special-needs face a variety of different challenges and barriers that isolate them from their surroundings. Nowadays, severa…☆12Apr 1, 2021Updated 4 years ago
- 基于CNN的新浪新闻文本分类☆11Jul 22, 2019Updated 6 years ago
- ☆14Aug 7, 2023Updated 2 years ago
- Checks for the Stance detection in a unlabeled news dataset.☆13Apr 6, 2021Updated 4 years ago
- evently: simulation, fitting of Hawkes processes☆16Jan 22, 2023Updated 3 years ago
- This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neura…☆20Nov 2, 2023Updated 2 years ago
- 对文本进行分词,去除停用词,LDA建模,利用贝叶斯算法进行新闻分类☆17Mar 22, 2018Updated 7 years ago
- This is our solution for NLPCC2016 shared task: Detecting Stance in Chinese Weibo (Task A)☆22Nov 29, 2016Updated 9 years ago
- Code to reproduce experiments from the ACL 2016 paper about Rumour Stance Classification with Hawkes Processes.☆25Mar 25, 2017Updated 8 years ago
- [Python Package] Code from 'The Elements of Hawkes Processes' Book☆30Sep 28, 2023Updated 2 years ago
- 【NLP巴士】公众号文章配套代码☆31Feb 20, 2020Updated 6 years ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆49Nov 10, 2025Updated 3 months ago
- MetaCOVID: META-Coronavrius dataset repository☆37May 3, 2021Updated 4 years ago
- Code for the paper 'Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms', ECIR'18☆48Oct 29, 2019Updated 6 years ago
- A Multimodal Repository for COVID-19 News Credibility Research☆43Feb 20, 2026Updated 2 weeks ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆44Jul 6, 2023Updated 2 years ago
- This repository contains list of available fake news datasets for data mining.☆52Jan 28, 2021Updated 5 years ago
- Official repository for data set and baselines for covid19 fake news data.☆67Apr 30, 2021Updated 4 years ago
- THUCNews中文文本分类数据集,该数据集包含84万篇新闻文档,总计14类;在该模型的基础上测试多个版本bert分类效果。☆69Feb 2, 2021Updated 5 years ago
- a python package for simulation and inference of Hawkes processes.☆70Apr 1, 2021Updated 4 years ago
- Code and Data for CIKM Paper Feature Driven and Point Process Approaches for Popularity Prediction☆73May 10, 2017Updated 8 years ago
- American Sign Language Translator using OpenCV and Machine Learning.☆76May 12, 2016Updated 9 years ago
- 新闻分类系统&谣言处理系统☆78Jul 13, 2017Updated 8 years ago
- Official repository to release the code and datasets in the paper "Mining Dual Emotion for Fake News Detection", WWW 2021.☆87Dec 31, 2021Updated 4 years ago
- A web crawler for Sina, search and retrieve microblogs that contain certain keywords 一个简单的python爬虫实践,爬取包含关键词的新浪微博☆99Oct 25, 2018Updated 7 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Nov 30, 2023Updated 2 years ago
- Data and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alar…☆112Oct 28, 2016Updated 9 years ago
- A Point Process Toolbox Based on PyTorch☆138Aug 31, 2020Updated 5 years ago
- 无cookie版微博爬虫,可以连续爬取一个或多个新浪微博用户信息、用户微博及其微博评论转发。☆164Apr 8, 2022Updated 3 years ago
- Python class for generation and parameter estimation of multivariate Hawkes processes☆175Aug 27, 2025Updated 6 months ago
- 基于PyTorch的BERT中文文本分类模型(BERT Chinese text classification model implemented by PyTorch)☆203Mar 17, 2024Updated last year
- Code for Transformer Hawkes Process, ICML 2020.☆204Apr 4, 2024Updated last year