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Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Twitter Hatespeech ⭐ 156

Deep Learning models to detect hate speech in tweets

Twitter Emotion Recognition ⭐ 116

Models for predicting emotions from English tweets.

This repo contains code to detect sarcasm from text in discussion forum using deep learning

Dlmonitor ⭐ 75

Deep_cyber ⭐ 68

A recurrent neural network trained with tweets from #cyber #security companies

News Headlines Dataset For Sarcasm Detection ⭐ 68

High quality dataset for the task of Sarcasm Detection

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Turkish Tweets Sentiment Analysis ⭐ 52

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Textnormseq2seq ⭐ 30

Code and model files for paper: I. Lourentzou et al., Adapting Sequence to Sequence models for Text Normalization in Social Media", ICWSM'19

Sentence Classification Pytorch ⭐ 28

Sentiment analysis with variable length sequences in pytorch

Cyber Hate detection And tracking on Social mEdia

Mytwitterbot ⭐ 20

A Twitter bot powered by a Recurrent Neural Network (RNN)

Classification Of Depression On Social Media Using Text Mining ⭐ 20

The first asian machine learning in Jeju Island, South Korea - Project

Elections 2019 ⭐ 18

Election sentiment analysis and mood prediction

Hate Speech ⭐ 15

Source code of the experiment documented in: Pitsilis G.K, Ramampiaro, H., Langseth, H., “Detecting Offensive Language in Tweets Using Deep Learning”, 2018/1/13, arXiv preprint arXiv:1801.04433.

Disaster Watch Classifier ⭐ 13

Real time disaster-related tweet classification using Deep Learning.

Forecasting Us Elections ⭐ 10

Extraction of tweets and Perform sentiment analysis on the presidential candidature of Donald Trump, Joe Biden and Kanye West in the upcoming elections in US in November, 2020.

Data Science Portfolio ⭐ 10

Neural_emotion_intensity_prediction ⭐ 9

The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.

Twittertoxicitydetector ⭐ 8

Web application written in Vanilla JS and Tensorflow.js that detects toxicity in the last tweets from the given user.

Identification Of Twitter Bots Using Cnn ⭐ 8

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

Twitter Sentiment Analysis ⭐ 8

This project develops a deep learning model that trains on 1.6 million tweets for sentiment analysis to classify any new tweet as either being positive or negative.

Depression_detection ⭐ 8

Detect Depression from Social Network Using Deep learning

Twitter bot detection using deep learning.

Twitter Sentiment Analysis ⭐ 7

Creating a Gradio user interface to predict the sentiment of a tweet

Tesla Stock Price Pred ⭐ 6

Tesla’s stock price is predicted over some months using an LSTM model. Tweets about Tesla are used to improve prediction accuracy.

Irony And Sarcasm Detection In Arabic Tweets ⭐ 6

This repo represents model developed for Irony and sentiment detection in Arabic tweets in WANLP shared tasks on sarcasm and sentiment detection in Arabic tweets

This project aims to create new tweets and carry out social engineering attacks by using the messages that people sent from social media accounts. Deep learning methods are used in this project. Besides, the model is trained with the social media messages of the people and new messages are created with this model. Malicious links are designed for people's interests. The study was implemented as a project developed only in the graduate course of ethical hacking. It is for educational purposes.

Twitter Turing Test ⭐ 6

A game where you need to guess whether a tweet comes from a human, or from a neural network language model trained on a category of tweets.

Tweet Sentiment Extraction ⭐ 5

(Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.

Deep learning Trump tweet generator

Covfefe Flow ⭐ 5

@realDonaldTrump 😤 fake tweet autocompleter 🤖

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