GitHub topics: news-classification

Repositories

BeaEsparcia/Spanish_News_Classification

News classification project using Natural Language Processing (NLP) and Machine Learning techniques to categorize articles by topic.

Language: Jupyter Notebook - Size: 1.94 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

san089/Big_Data_Project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Language: Python - Size: 12.4 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 19 - Forks: 12

shruthin4/News-Articles-Classification

Classifying News Articles using Machine Learning and NLP techniques.. Built an end-to-end text classification pipeline using TF-IDF vectorization and models like Logistic Regression and SVM. Includes exploratory data analysis, model evaluation, and deployment-ready artifacts.

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

sarthak25/NewsLens

Project NewsLens analyzes sentiment polarity from various news sources across topics based on past articles. This aggregated polarity highlights potential bias on specific topics. Users can explore articles, view sentiment, and receive alternative perspectives to form a more comprehensive opinion.

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

KoushikReddy9963/News-Article-Classifier

Machine learning model for classifying news articles based on their headlines.

Language: Jupyter Notebook - Size: 825 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

alexeyev/kyrgyz-multi-label-topic-classification

Multi-label 24.kg Kyrgyz news articles classification into 20 topics: data & baselines

Language: Python - Size: 933 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

ina-foss/is24_news_topic

Interpseech 2024 - News Topic classification (dataset, evaluation and models source)

Language: Python - Size: 31.3 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

feyzaakyurek/newsframing

Code repository for ACL2020 paper Multi-label and Multilingual News Framing Analysis

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

ShayanSalehi81/BachelorProject

Framework for prompt-based Persian text classification using pre-trained language models, with K-shot learning, symbol tuning, and comprehensive evaluation metrics.

Language: Jupyter Notebook - Size: 68.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

kodiks/turkish-news-classification

Turkish News Category Classification Tutorial

Language: Jupyter Notebook - Size: 242 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 3

ekramasif/AI-Lab-Final-Project

Improving News Classification Model Using Support Vector Machine and Naive Bayes

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

cudavailable/Naive-Bayes-Classifier-Demo

基于简单实现的多项式朴素贝叶斯的文本主题分类

Language: Python - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/ML-Project-Fake-News-Prediction-using-Deep-Learning-with-7-types-LSTM

📰 The Fake News Detection System uses deep learning techniques, specifically LSTM models, to classify news articles as real or fake.

Language: Jupyter Notebook - Size: 162 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

kashish45/AG-s-News-Topic-Classification-Using-LSTM-Neural-Networks

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Pradnya2003/Fake-News-Detection

The project involves developing a news classification system to distinguish between true and fake news using Logistic Regression and Decision Tree models. It includes data preprocessing, model training, and manual testing functionalities to evaluate the accuracy of the classifiers.

Language: Python - Size: 11.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

pratham-jaiswal/fake-news-detection-ml

Real & fake news prediction system using machine learning algorithms.

Language: Jupyter Notebook - Size: 926 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

grageragarces/AI-that-recognizes-fake-news 📦

LSTM network designed to recognize Fake news from "True" news

Language: Python - Size: 8.79 KB - Last synced at: about 21 hours ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

nakhunchumpolsathien/ThaiSum

A Dataset for Thai text summarization from Thairath, ThaiPBS, Prachathai and The Standard with over 350,000 articles. Trained models are provided.

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 13

sharavsambuu/mongolian-text-classification 📦

Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.

Language: Jupyter Notebook - Size: 37.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 10

neel-desh/Inshort-Bharat

SEM END project on News Application, with features such as sentiment analysis on comments, Fake News Classification & News Summarization.

Language: JavaScript - Size: 10.4 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

LinggarM/News-Category-Classification-using-TF-IDF-Vectorizer-and-Multinomial-Naive-Bayes

News Category Classification using TF-IDF Vectorizer and Multinomial Naive Bayes with Hyperparameter Tuning

Language: Jupyter Notebook - Size: 7.43 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

syayidalaziz10/news-classification

News classification merupakan aplikasi untuk melakukan prediksi kategori berita berdasarkan isi dari berita tersebut.

Language: Python - Size: 1.19 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AjNavneet/BERT_TextClassification_AGNews

Text classification on AG News dataset using the state-of-the-art transformer model BERT.

Language: Jupyter Notebook - Size: 3.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AiningWang/Event-Classification

use regular expression, SVM, TF-IDF, x2test; classify Chinese news into three events: "financing event"(融资事件), "products release"(产品发布), "other"(其他)

Language: Python - Size: 6.38 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 1

rgorthi/Latent-Semantic-Analysis

Sentiment analysis and topic modeling

Language: Jupyter Notebook - Size: 2.73 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

StepanTita/news-contest

This repository contains Jupyter notebooks detailing the experiments conducted in our research paper on Ukrainian news classification. We introduce a framework for simple classification dataset creation with minimal labeling effort, and further compare several pretrained models for the Ukrainian language.

Language: Jupyter Notebook - Size: 698 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0