codebert
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CodeBERTScore: an automatic metric for code generation, based on BERTScore
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Mar 1, 2024 - Jupyter Notebook
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
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Feb 11, 2024 - Python
Augmenting the Interpretability of GraphCodeBERT for Code Similarity Tasks
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Dec 3, 2025 - Python
Repository about small code models
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Dec 2, 2025 - Python
🕵️♂️ ML project to identify malicious web payloads, aimed at boosting the effectiveness of WAFs and IDSs.
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Apr 7, 2024 - Jupyter Notebook
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).
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Aug 5, 2024 - Python
Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.
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Nov 12, 2023 - Java
Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures
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Dec 15, 2025 - Java
Improving Source Code Similarity Detection with GraphCodeBERT and Additional Feature Integration
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Dec 10, 2025 - Python
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
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).
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Dec 12, 2024 - Python
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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Jan 10, 2024 - Jupyter Notebook
The modern web development landscape is plagued by a peculiar paradox: despite the abundance of UI components and design systems, developers still spend countless hours reimplementing similar interfaces. S0 addresses this challenge by introducing a novel approach that combines advanced vector search capabilities.
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Feb 11, 2025 - Python
Django implementation of CodeBERT for detecting vulnerable code.
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Dec 29, 2023 - Python
Auto-grading of C programs using Machine Learning and Deep Learning models such as random forest, CNN, LSTM etc and code embedding models such as CodeBERT. Also published a paper for the same in IEEE (14th ICCNT Conference)
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Jul 9, 2023 - Jupyter Notebook
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