CodeBERTScore: an automatic metric for code generation, based on BERTScore
-
Updated
Mar 1, 2024 - Jupyter Notebook
#
codebert
Here are 21 public repositories matching this topic...
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
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
🕵️♂️ 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
-
Updated
Apr 7, 2024 - Jupyter Notebook
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
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
-
Updated
Aug 5, 2024 - Python
This repository contains experiments on comparing the similarity of Python repositories using ML models.
-
Updated
Jun 3, 2023 - Jupyter Notebook
Fine-tuning CodeBERT with AST-based Vectors for Code Translation
-
Updated
Nov 10, 2022 - C#
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
Nov 22, 2024 - Python
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
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
Jun 11, 2024 - Java
A project for determining the similarity of python repositories based on embedding approach
-
Updated
May 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
-
Updated
Aug 23, 2024 - 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)
python machine-learning natural-language-processing deep-learning tensorflow tokenizer word-embeddings cnn lstm neural-networks rnn regression-models bilstm sklearn-library roberta codebert
-
Updated
Jul 9, 2023 - Jupyter Notebook
extracts business-logic code locations.
-
Updated
Jul 1, 2024 - Java
Django implementation of CodeBERT for detecting vulnerable code.
-
Updated
Dec 29, 2023 - 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
-
Updated
Dec 12, 2024 - Python
SpringBoot-based microserviced web app which unmasks, using CodeBERT MLM, a code prompt
-
Updated
Oct 14, 2024 - Jupyter Notebook
Reproducibility report ofCoSQA: 20,000+ Web Queries for Code Search and QuestionAnswering for ML Reproducibility Challenge 2021
code-search codesearchnet codebert code-question-answering cosqa codexglue coclr query-code-matching
-
Updated
Feb 4, 2022 - Python
Neural search engine for questions/answers from StackOverflow
search-engine information-retrieval data-mining stackoverflow pytorch bert bert-embeddings huggingface neural-search jina jina-search huggingface-transformers codebert
-
Updated
Jul 8, 2022 - 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."