AI that automatically classify whether or not a word in a given sentence is complex.

Text mining, Text classification, Applied ML algorithm

This repo demonstrates how to perform topic classification and modeling using Natural Language Processing.

2209678 NLP SYS Final Project created by Natchanon Pollertlam & Vichayuth Saelao

This project offers advanced techniques in text preprocessing, word embeddings, and text classification. Explore methods like Word2Vec and GloVe, and master Multinomial Naive Bayes for accurate predictions. Dive into the world of text clustering and conquer challenges like unbalanced data.

News Recommendation System with Python

The goal of this project is to develop a multiclass classification model using Long Short-Term Memory (LSTM) neural networks to classify news articles from the BBC World News dataset into different categories.

语义相似度 解决类别不平衡或长尾问题

Implement a Naive Bayes algorithm for text classification using Python and scikit-learn.

Supervised Machine Learning Text Classification Using NLP

An LSTM-based sentiment classifier that mainly uses TensorFlow and Keras.

Fine-tuning BERT for text classification of emotions.

This repository contains various NLP projects that I have worked on, including some that were a part of my B.Sc. in Computer Science at the Hebrew University of Jerusalem.

Tagging and training data and scripts for classifiers potentially used in LitBall app

🌪️ Predicts whether or not a tweet was announcing a real disaster using NLP techniques.

A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models

This is a repo for my text classification algorithims