martin-wey

CodeUltraFeedback

CodeUltraFeedback: aligning large language models to coding preferences

ast-probe

Replication package of the paper "AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models" (ASE 2022)

CodeLL-Dataset

Code Lifelong Learning (CodeLL) Dataset (MSR 2024)

peft-llm-code

Replication package of the paper "Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models".

code-sentence-embeddings-saner

Code Sentence Embedding repository for submission at IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 21))

metamodel-concepts-bert

Replication package for the paper "Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models" (SoSym - MODELS 2022)

code-search-autoencoder

Code snippets retrieval using sentence embeddings of function call sequences

cl-code-apis

Replication package of the paper "On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Languages Models of Code" (FSE 2023)

data-scripting-guides

Step-by-step guides for data mining and scripting

java-ast-parser

martin-wey.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

eclipse-content-assist-extractor

Extract programmatically the function-call recommendations made by Eclipse's content assist

ecore-to-text

Generate code from ECore models

java-ast-to-concept-graphs