You will find below a list of papers related to static code analysis done by deep learning models (especially LLM).
You are welcome to contribute.
| Title |
Org |
Thread / Article / Video / Podcasts |
Date |
| Mistral 7B |
Mistral AI |
Official blog post |
10-2023 |
| Retrieval meets Long Context Large Language Models |
NVIDIA |
@omarsar0 |
10-2023 |
| CodePlan: Repository-level Coding using LLMs and Planning |
Microsoft Research |
|
09-2023 |
| LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models |
CHUK, MIT |
|
09-2023 |
| XGen-7B Technical Report |
Salesforce |
Salesforce's blog post |
09-2023 |
| Code Llama: Open Foundation Models for Code |
Meta |
Meta's blog post |
08-2023 |
| Simple synthetic data reduces sycophancy in large language models |
DeepMind |
0xtotem |
08-2023 |
| PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback |
Huawei Cloud, Chinese Academy Of Science, Peking |
|
07-2023 |
| Predicting Code Coverage Execution |
Microsoft |
|
07-2023 |
| PUMA: Secure Inference of LLaMA-7B in Five Minutes |
Ant Group (private, Alibaba) |
Feral Machine |
07-2023 |
| On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models |
Canyon Crest Academy, Stanford |
|
07-2023 |
| Lost in the Middle: How Language Models Use Long Contexts |
Stanford, Berkeley |
Deep Papers |
07-2023 |
| Focused Transformer: Contrastive Training for Context Scaling |
IDEAS NCBR, Deep Mind |
|
07-2023 |
| LongNet: Scaling Transformers to 1,000,000,000 Tokens |
Microsoft Research |
|
07-2023 |
| Textbooks are all you need |
Microsoft Research |
0xtotem |
06-2023 |
| RepoFusion: Training Code Models to Understand Your Repository |
ServiceNow Research |
DishaShrivasta9 |
06-2023 |
| Do you still need a manual smart contract audit? |
Imperial College London |
HatforceSec |
06-2023 |
| Towards Automated Security Analysis of Smart Contracts based on Execution Property Graph |
Imperial College London, Berkeley |
|
05-2023 |
| DAppSCAN: Building Large-Scale Datasets for Smart Contract Weaknesses in DApp Projects |
Sun Yat-sen University |
|
05-2023 |
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