CodeBERTScore: an automatic metric for code generation, based on BERTScore
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Mar 1, 2024 - Jupyter Notebook
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codebert
Here are 56 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.
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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
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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
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Jun 26, 2026 - Python
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
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Aug 5, 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-security-assessment
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Aug 5, 2024 - Python
🕵️♂️ ML project to identify malicious web payloads, aimed at boosting the effectiveness of WAFs and IDSs.
machine-learning random-forest transformers cybersecurity web-security feature-engineering web-application-firewall intrusion-detection-system codebert payload-detection
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Apr 7, 2024 - Jupyter Notebook
Improving Source Code Similarity Detection with GraphCodeBERT and Additional Feature Integration
semantic-similarity similarity-measures source-code-analysis code-similarity clone-detection codebert graphcodebert
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Jul 31, 2026 - Python
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
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Nov 12, 2023 - Java
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
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Jul 22, 2026 - Java
Fine-tuning CodeBERT for Vulnerability Detection
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Sep 19, 2024 - Python
Fine-tuning CodeBERT with AST-based Vectors for Code Translation
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Nov 10, 2022 - C#
This repository contains experiments on comparing the similarity of Python repositories using ML models.
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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.
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Jan 14, 2023 - Jupyter Notebook
Fine-tuned CodeBERT model detecting real security vulnerabilities (CWE-119, CWE-416, CWE-476+) in C/C++ — trained on 190K+ CVE functions, deployed as a FastAPI server, GitHub Action, and VS Code extension.
machine-learning transformers pytorch cybersecurity vscode-extension vulnerability-detection onnx github-actions codebert
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Jul 7, 2026 - HTML
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-security zero-shot-learning empirical-software-engineering codebert
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Oct 29, 2025 - Python
CodeOpt: A framework 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
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Dec 12, 2024 - Python
CodeBERT + LoRA fine-tuning for C/C++ vulnerability detection | F1 = 74.3% | PyTorch, HuggingFace Transformers, PEFT
nlp machine-learning deep-learning transformers pytorch cybersecurity lora vulnerability-detection codebert
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Feb 12, 2026 - Jupyter Notebook
The study uses the IRSE/FIRE dataset and explores the impact of combining original C code data with Python-derived silver-standard
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May 20, 2026 - Jupyter Notebook
A project for determining the similarity of python repositories based on embedding approach
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May 7, 2024 - Jupyter Notebook
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