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Sep 9, 2024 - Jupyter Notebook
news-classification
Here are 37 public repositories matching this topic...
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.
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Jul 29, 2024 - Python
Interpseech 2024 - News Topic classification (dataset, evaluation and models source)
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Jul 22, 2024 - Python
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Jun 8, 2024 - Jupyter Notebook
A Dataset for Thai text summarization from Thairath, ThaiPBS, Prachathai and The Standard with over 350,000 articles. Trained models are provided.
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Apr 25, 2024 - Jupyter Notebook
News Category Classification using TF-IDF Vectorizer and Multinomial Naive Bayes with Hyperparameter Tuning
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Dec 25, 2023 - Jupyter Notebook
News classification merupakan aplikasi untuk melakukan prediksi kategori berita berdasarkan isi dari berita tersebut.
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Dec 10, 2023 - Python
Text classification on AG News dataset using the state-of-the-art transformer model BERT.
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Dec 9, 2023 - Jupyter Notebook
Train a model to categorize news articles, scrape and translate articles, and predict their categories using TensorFlow, Keras, and Google Translate API.
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Oct 25, 2023 - Python
Multi-label 24.kg Kyrgyz news articles classification into 20 topics: data & baselines
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Sep 2, 2023
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.
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Aug 12, 2023 - Jupyter Notebook
Classify Nepali News using Multinomial Naive Bayes Algorithm ( College Project )
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May 27, 2023 - Jupyter Notebook
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities
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Apr 24, 2023
Real & fake news prediction system using machine learning algorithms.
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Apr 19, 2023 - Jupyter Notebook
Fake News Detection Engine using Natural Language Processing and Machine Learning
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Apr 18, 2023 - Jupyter Notebook
word-based & character-based ensemble model
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Mar 14, 2023 - Jupyter Notebook
SEM END project on News Application, with features such as sentiment analysis on comments, Fake News Classification & News Summarization.
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Feb 6, 2023 - JavaScript
Machine Learning Development - News Classification NLP
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Dec 14, 2022 - Jupyter Notebook
Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.
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Dec 8, 2022 - Jupyter Notebook
Classify news on the basis of titles using Google's word2vec
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Oct 17, 2022 - Jupyter Notebook
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