IEEE

Comparative Analysis of Traditional and Modern NLP Techniques on the CoLA Dataset: From POS Tagging to Large Language Models

Abstract: The task of classifying linguistic acceptability, exemplified by the CoLA (Corpus of Linguistic Acceptability) dataset, poses unique challenges for natural language processing (NLP) models.
GitHub

Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints

The planning of digital orthodontic treatment requires providing tooth alignment, which relays clinical experiences heavily and consumes a lot of time and labor to determine manually. In this work, we ...
IEEE

Sentiment Analysis of Twitter Data Using NLP Models: A Comprehensive Review

Abstract: Social media platforms, particularly Twitter, have become vital sources for understanding public sentiment due to the rapid, large-scale generation of user opinions. Sentiment analysis of ...
GitHub

Professional machine learning application for detecting hate speech in text using Python NLP techniques.

Hate-Speech-Detection/ ├── src/ │ ├── main.py # Desktop application entry │ ├── web_app.py # Flask web interface │ ├── api.py # FastAPI REST endpoints │ ├── model.py # ML models │ ├── database.py # ...