FS-TFP/materials/paper_list/FL-LLM/README.md

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### 2023
| Title | Venue | Link |
| --- |-------|------------------------------------------------------------------|
| FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models | ACL | [pdf](https://aclanthology.org/2023.findings-acl.632/), [code](https://github.com/SMILELab-FL/FedPETuning) |
### 2022
| Title | Venue | Link |
|-------|-------|-----------------------------------------|
| Scaling Language Model Size in Cross-Device Federated Learning | ACL Workshop | [pdf](https://arxiv.org/abs/2204.09715) |
### 2021
| Title | Venue | Link |
| --- | --- |------------------------------------------|
| Scaling federated learning for fine-tuning of large language models | NLDB | [pdf](https://arxiv.org/abs/2102.00875) |