SMILELab-FL / FedLegalLinks
The first real-world FL benchmark for legal NLP
☆13Updated 2 years ago
Alternatives and similar repositories for FedLegal
Users that are interested in FedLegal are comparing it to the libraries listed below
Sorting:
- FedJudge: Federated Legal Large Language Model☆37Updated last year
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Updated 2 years ago
- ☆65Updated 2 years ago
- ☆31Updated last year
- ☆12Updated 3 years ago
- ☆78Updated 3 years ago
- ☆18Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- ☆25Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated 2 years ago
- Federated Learning - PyTorch☆15Updated 4 years ago
- ☆110Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- ☆28Updated 2 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆46Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆103Updated 6 months ago
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆23Updated 2 years ago
- This repo implements several algorithms for learning with differential privacy.☆110Updated 3 years ago
- DP-BART for Privatized Text Rewriting under Local Differential Privacy☆18Updated last year
- Source code of FedPrompt☆16Updated 3 years ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆69Updated last year
- ☆17Updated 3 years ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Updated last year
- ☆12Updated 2 years ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆60Updated 11 months ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Updated 3 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Updated last year
- Code repository is for "Federated Composite Optimization", to appear in ICML 2021☆12Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Updated 2 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆32Updated 3 years ago