awesome-ai4code
github.com/bdqnghi/awesome-ai4code ↗A collection of recent papers, benchmarks and datasets of AI4Code domain.
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GitHub Stars
79
Curated Resources
5
Categories
3 hours ago
Last Refreshed
Tools/ProductsAcademicPretrained CodeLLMsDataset and BenchmarkTalks and Tutorials
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me more general coding assistants resources from awesome-ai4code"
Installation instructions →What's inside
Tools/Products
- 16x PromptMore General Coding Assistants
- Amazon CodeWhispererAI code completion tools
- AutodocMore General Coding Assistants
- CensusGPTMore General Coding Assistants
- CodeCompleteAI code completion tools
- CodeGPT.nvimChatGPT in your editor
Academic
- Annual Meeting of the Association for Computational Linguistics (ACL)Conferences
- Association for the Advancement of Artificial Intelligence (AAAI)Conferences
- Automated Software Engineering (ASE)Conferences
- Empirical Methods in Natural Language Processing (EMNLP)Conferences
- https://arxiv.org/pdf/2302.06144.pdfPapers (This list is a bit outdated, need to update)
Jia Allen Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu
- Interational Conference in Machine Learning (ICML)Conferences
Dataset and Benchmark
Pretrained CodeLLMs
- CodeBERT:A Pre-Trained Model for Programming and Natural Language
Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou (EMNLP 2020 Findings) (
- CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang, Weishi Wang, Shafiq Joty, Steven C.H. Hoi (EMNLP 2021) (
- CodeTrans: Towards Cracking the Language of Silicone’s Code Through Self-Supervised Deep Learning and High Performance Computing
- Contrastive Code Representation Learning
- CoTexT: Multi-task Learning with Code-Text Transformer
- Disentangled Code Representation Learning for Multiple Programming Languages
Talks and Tutorials
Showing a sample of 79 resources. View the full list on GitHub →