Text classification implementation based on TextCNN and transformers.BertTokenizer. Includes training, prediction, data loading, and accuracy evaluation.
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Jul 16, 2024 - Python
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newsclassification
Here are 8 public repositories matching this topic...
A machine learning model that detects fake vs real news using TF-IDF and a PassiveAggressiveClassifier, achieving ~99% accuracy. Includes full preprocessing, model training, evaluation, and a Flask web app for real-time predictions.
javascript css python html flask machine-learning fakenewsdetection newsclassification passiveaggressiveclassifier flaskapplication
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Nov 11, 2025 - Python
News-Articles-Sorting project is a machine learning-based system that aims to automatically categorize and sort news articles into predefined categories.
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Aug 3, 2023 - Python
AI-powered news analysis platform that aggregates articles from multiple news sources and identifies factual consensus, narrative differences, and media bias using LLMs and semantic similarity techniques.
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Jun 3, 2026 - Python
This project applies NLP and LLMs to detect misinformation in climate and environmental news.
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Dec 26, 2025 - Python
News Topic Classification with Support Vector Machine
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Jan 8, 2020 - Python
An implementation of a deep convolutional neural network to classify Persian news topics.
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Oct 28, 2022 - Python
Fine-tuned DistilBERT (Hugging Face Transformers) for multi-class news document classification across World, Sports, Business, and Sci/Tech categories, trained on the AG News dataset with PyTorch. Includes training script, evaluation metrics (accuracy/F1), and inference demo. Built for ScholarX AI/ML Internship Task 2.
nlp machine-learning deep-learning transformers pytorch bert huggingface newsclassification distilbert testclassification
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Jun 30, 2026 - Python
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