IEEE

Optimizing Code Feature Extraction and Classification using Random Forest Models on Abstract Syntax Trees

Abstract: The machine learning methods applied to code classification tasks that use Abstract Syntax Tree (AST) features has been explored in this study. The dataset includes parsed AST ...
GitHub

AST-KG-RAG Code Generation Project

This research project aims to leverage Language Servers and Abstract Syntax Trees (ASTs) to create a Knowledge Graph, which will then be used as the basis for a Retrieval-Augmented Generation (RAG) ...
IEEE

AI-Driven Automated Assessment and Evaluation System Using NLP and Machine Learning

Abstract: Automated Evaluation and Assessment System is aimed at changing the way educational assessment is viewed. The assessment will be automated through artificial intelligence, machine learning, ...
Frontiers

MILD TRAUMATIC BRAIN INJURY IMPROVED THROUGH AN INTEGRATED NEUROREHABILITATION APPROACH

Background: We describe a female in her 20’s who presents with a history multiple concussions resulting in headaches, fatigue, brain fog, nausea, dizziness, and disorientation. Methods: Comprehensive ...
GitHub

fpjeter/Mandarin-Syntax-Explorer

An interactive visualizer for Mandarin Chinese grammar structures. Select an example sentence and explore its syntactic tree — with pinyin, translations, and plain-English explanations of every ...