SMILELab-FL / FedLegal
The first real-world FL benchmark for legal NLP
☆11Updated last year
Alternatives and similar repositories for FedLegal:
Users that are interested in FedLegal are comparing it to the libraries listed below
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated 2 years ago
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆16Updated last year
- FedJudge: Federated Legal Large Language Model☆32Updated 6 months ago
- ☆32Updated last year
- ☆19Updated last year
- ☆62Updated last year
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆40Updated last month
- Federated Learning - PyTorch☆15Updated 3 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆83Updated last month
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- Source code of FedPrompt☆12Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- ☆16Updated last year
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Updated 2 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆18Updated last year
- ☆72Updated 2 years ago
- For distributed machine learning☆28Updated last month
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆22Updated 9 months ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆39Updated 10 months ago
- Papers related to federated learning in top conferences (2020-2024).☆68Updated 5 months ago
- ☆21Updated 11 months ago
- ☆69Updated 3 months ago
- ☆12Updated last year
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation☆55Updated 11 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆48Updated 3 months ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆25Updated 2 months ago
- ☆17Updated 2 weeks ago
- CIKM 2021 Full Paper: FedMatch: Federated Learning Over Heterogeneous Question Answering Data☆12Updated 3 years ago
- This repo implements several algorithms for learning with differential privacy.☆106Updated 2 years ago