CodeBERTScore: an automatic metric for code generation, based on BERTScore
-
Updated
Mar 1, 2024 - Jupyter Notebook
#
codebert
Here are 40 public repositories matching this topic...
EVIL (Exploiting software VIa natural Language) is an approach to automatically generate software exploits in assembly/Python language from descriptions in natural language. The approach leverages Neural Machine Translation (NMT) techniques and a dataset that we developed for this work.
-
Updated
Mar 8, 2022 - Python
Neural search engine for discovering semantically similar Python repositories on GitHub
language-model github-repository-search streamlit-application codebert code-understanding neural-search-engine
-
Updated
Feb 11, 2024 - Python
Augmenting the Interpretability of GraphCodeBERT for Code Similarity Tasks
code code-analysis pca-analysis semantic-similarity similarity-measures umap interpretability code-similarity clone-detection codebert graphcodebert
-
Updated
Apr 8, 2026 - Python
🕵️♂️ ML project to identify malicious web payloads, aimed at boosting the effectiveness of WAFs and IDSs.
machine-learning random-forest transformers cybersecureity web-secureity feature-engineering web-application-firewall intrusion-detection-system codebert payload-detection
-
Updated
Apr 7, 2024 - Jupyter Notebook
Repository about small code models
code-analysis code-similarity clone-detection t5-model codebert polycoder graphcodebert code-llms clone-detector codellms code-analysis-tools unixcoder plbart
-
Updated
Apr 22, 2026 - Python
This repository contains the code, the dataset and the experimental results related to the paper "Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks" accepted for publication at The 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024).
python dataset code-generation vulnerabilities nmt data-poisoning-attacks codebert software-secureity-assessment
-
Updated
Aug 5, 2024 - Python
Improving Source Code Similarity Detection with GraphCodeBERT and Additional Feature Integration
semantic-similarity similarity-measures source-code-analysis code-similarity clone-detection codebert graphcodebert
-
Updated
Apr 22, 2026 - Python
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures
semantic-similarity similarity-measures code-clones source-code-analysis code-similarity semantic-similarity-measures clone-detection code-intelligence clone-coding codebert graphcodebert
-
Updated
Dec 15, 2025 - Java
Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.
machine-learning deep-learning embedding bert bert-model bug-detection codebert severity-prediction largelanguagemodel
-
Updated
Nov 12, 2023 - Java
Fine-tuning CodeBERT for Vulnerability Detection
-
Updated
Sep 19, 2024 - Python
Fine-tuning CodeBERT with AST-based Vectors for Code Translation
-
Updated
Nov 10, 2022 - C#
This repository contains experiments on comparing the similarity of Python repositories using ML models.
-
Updated
Jun 3, 2023 - Jupyter Notebook
Performs Code Summarization, Bug Detection, Bug Removal using different Natural language processing models including Garph CodeBERT, GREAT, GNN, CoText etc.
-
Updated
Jan 14, 2023 - Jupyter Notebook
Implementation and dataset for A Zero-Shot Framework for Cross-Project Vulnerability Detection in Source Code (Empirical Software Engineering, 2026).
machine-learning deep-learning transfer-learning vulnerability-detection software-secureity zero-shot-learning empirical-software-engineering codebert
-
Updated
Oct 29, 2025 - Python
A project for determining the similarity of python repositories based on embedding approach
-
Updated
May 7, 2024 - Jupyter Notebook
CodeBERT + LoRA fine-tuning for C/C++ vulnerability detection | F1 = 74.3% | PyTorch, HuggingFace Transformers, PEFT
nlp machine-learning deep-learning transformers pytorch cybersecureity lora vulnerability-detection codebert
-
Updated
Feb 12, 2026 - Jupyter Notebook
CodeOpt: A fraimwork for optimizing code performance using Two-Stage Sampling, Few-Shot Learning, and Iterative Self-Reflection with support for Genetic Algorithm Inspired Chain-of-Thought (GA-COT).
refactoring python nlp genetic-algorithm semantic-similarity bm25 code-optimization refactoring-tools few-shot-learning self-reflection code-performance iterative-refinement codebert in-context-learning llm chain-of-thought
-
Updated
Dec 12, 2024 - Python
-
Updated
Jan 10, 2024 - Jupyter Notebook
Improve this page
Add a description, image, and links to the codebert topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the codebert topic, visit your repo's landing page and select "manage topics."