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Projects in Awesome Lists tagged with textclassification

A curated list of projects in awesome lists tagged with textclassification .

https://github.com/SALT-NLP/MixText

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

computation dataaugmentation interpolation machine-learning mixtext natural-language-processing semisupervised-learning textclassification textgeneration

Last synced: 06 May 2025

https://github.com/prakhar21/TextAugmentation-GPT2

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

gpt-2 natural-language-generation natural-language-processing nlp-machine-learning text-augmentation textclassification transformer-architecture

Last synced: 09 May 2025

https://github.com/macanv/mqnlp

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

fasttext lstm ner pos-tagging segment sequence-labeling textclassification textcnn textrnn

Last synced: 29 Oct 2025

https://github.com/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.

classifiers ensemble-model fakenewsdetection machine-learning news-classification scikit-learn text-mining textclassification vectorization vectorizers

Last synced: 05 Oct 2025

https://github.com/mabdh/go-fasttext

🗚🐀 serving fastText model with golang

fasttext golang nlp textclassification

Last synced: 04 Aug 2025

https://github.com/alanshaw-github/toyrnntext

This is a toy implementation of RNNText on zhihu tag classification dataset.

python rnn tensorflow textclassification zhihu

Last synced: 12 Apr 2025

https://github.com/dpinthinker/lightning_talk_2017

This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk

keras tesorflow textclassification

Last synced: 20 Aug 2025

https://github.com/monzerdev/fake-news-detection

A robust fake news detection system leveraging machine learning models (SVM and Random Forest) to identify political misinformation. Includes preprocessing, training, and evaluation scripts with datasets available for download.

datapreprocessing fakenewsdetection linearsvc machinelearning naturalanguageprocessing nlp python randomforest svm textclassification

Last synced: 21 Jan 2026

https://github.com/omurkoc/enhanced-sentiment-analysis

A unique sentiment analysis model on IMDB reviews with custom negation handling. Instead of generic preprocessing, it smartly tags words after negators like "not" (e.g., "not good" → "not_good"), preserving sentiment context. Comparison of models with and without this logic shows improved accuracy and real-world reliability.

affective afinn aspect-based-sentiment-analysis aws-athena aws-kinesis cdk createml deep-learning elixir emotion-recognition machine-learning sentiment-analysis textclassification textsentimentanalysis

Last synced: 18 Jun 2025

https://github.com/yomnaeskander/nas-a-news-analysis-chatbot-

We developed a system to streamline the news consumption process, providing a seamless and smooth user experience. Using a chatbot interface, the system delivers analyzed and summarized daily news from trusted sources.

beautifulsoup bert dataset-creation dialogflow flask llama2 ngrok textclassification textsummarization transformers webscraping

Last synced: 11 Oct 2025

https://github.com/asrot0/imdb_sentiment_analysis

Sentiment Analysis on IMDB Reviews using ML models with optimized preprocessing, SMOTE balancing, and hyperparameter tuning for peak performance.

ai imdbreviews machinelearning nlp sentiment-analysis textclassification xgboost

Last synced: 27 Jan 2026

https://github.com/herbitovich/multiclasstextclassification_ru

A RuBERT-based PyTorch + TensorFlow models: personal news-recommender system and multiclass news classification.

ml tensorflow textclassification torch

Last synced: 07 Oct 2025

https://github.com/steveee27/two-stage-bert-for-sports-news-classification-using-llm

This project scrapes sports news articles, classifies them using a Two-Stage BERT model with Large Language Models (LLM). The first stage distinguishes between football and non-football news, while the second classifies football articles into specific leagues like Liga Inggris, Liga Indonesia, etc.

bert llm naturallanguageprocessing sportsnews textclassification webscraping

Last synced: 24 Oct 2025

https://github.com/liyachittilappilly/fakeorrealprediction

Machine Learning model that detects fake news using NLP and Linear SVM. Built with Python, Scikit-learn, and TF-IDF on a real-world news dataset. Achieves 93%+ accuracy.

aiproject data fakenewsdetection machine-learning newsdata nlp preprocessing python scikit-learn svm textclassification

Last synced: 22 Jun 2025

https://github.com/Projects-Developer/Fake-News-Detection-Using-Machine-Learning-Deep-Learning

This project aims to develop a robust fake news detection system using machine learning and deep learning techniques. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

btechprojects computerscienceprojects deeplearning factchecking fakenewsdetection machinelearning machinelearningforgood misinformationdetection mtechprojects newsverification textclassification

Last synced: 11 Sep 2025

https://github.com/projects-developer/spam-detection-project

This project aims to design and develop a robust spam detection system that can accurately classify incoming messages or emails as spam or legitimate. Spam Detection Project Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

ai artificialintelligence btechprojects computer-science-projects computerscienceproject computerscienceprojects cybersecurity emailsecurity finalyearproject finalyearprojects machinelearning mtechprojects naturallanguageprocessing spamdetection textclassification

Last synced: 23 Feb 2025

https://github.com/projects-developer/biased-unbiased-news-detection-project

This project aims to develop a system that can automatically detect biased and unbiased news articles. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

biasednewsdetection btechprojects computerscienceprojects fakenewsdetection machinelearning mtechprojects namedentityrecognition naturallanguageprocessing sentimentanalysis textclassification unbiasednewsdetection

Last synced: 23 Feb 2025

https://github.com/asrot0/spacy_ner

SpaCy-based NER🧠 implementation for extracting and classifying entities from text✨

machine-learning ner nlp spacy textclassification

Last synced: 25 Aug 2025

https://github.com/projects-developer/fake-news-detection-using-machine-learning-deep-learning

This project aims to develop a robust fake news detection system using machine learning and deep learning techniques. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

btechprojects computerscienceprojects deeplearning factchecking fakenewsdetection machinelearning machinelearningforgood misinformationdetection mtechprojects newsverification textclassification

Last synced: 22 Mar 2025

https://github.com/asghar-rizvi/email-spam-detector-eda-model-building-and-flask-integration

The Email Spam Detector project uses Python to identify spam emails. It leverages a Kaggle dataset for training, employs TfidfVectorizer for preprocessing, and selects a Naive Bayes model for its performance. The Flask-based web app features an HTML/CSS frontend for user input and spam classification.

datascience eda flask machine-learning modeldeployment naivebayes nlp-machine-learning python spam-detection textclassification tfidfvectorizer webdevelopment

Last synced: 29 Jul 2025

https://github.com/projects-developer/cyberbullying-detection-using-machine-learning

Cyberbullying is a growing concern in the digital age, affecting millions of individuals worldwide. Cyberbullying Detection Using Machine Learning. Project Includes Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

btechprojects computerscienceprojects cyberbullyingdetection cybersafety deeplearning digitalwellness machinelearning mtechprojects naturallanguageprocessing onlinesocialnetworks preventionofcyberbullying realtimemonitoring sentimentanalysis textclassification

Last synced: 04 Jan 2026

https://github.com/suresh-28/emoji-spam-fighter

Spam comment detection on social media using emoji analysis and post-comment pair context to improve classification accuracy.

comment-filtering deeplearning emojianalysis generative-ai lovable-ai machine-learning nlp postcommentpair prompt-engineering socialmedia textclassification

Last synced: 01 Sep 2025

https://github.com/romanmicuda/resume-dataset

A collection of Resume Examples taken from livecareer.com for categorizing a given resume into any of the labels defined in the dataset.

resume-dataset textclassification

Last synced: 23 Apr 2025