FedML-AI / FedNLP

Related projects ⓘ

Alternatives and complementary repositories for FedNLP

• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆159Updated last year
• OpenMined / SyferText
  A privacy preserving NLP framework
  ☆198Updated last year
• neulab / RIPPLe
  Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
  ☆138Updated 3 years ago
• Hazelsuko07 / TextHide
  TextHide: Tackling Data Privacy in Language Understanding Tasks
  ☆30Updated 3 years ago
• csong27 / collision-bert
  ☆28Updated 4 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆215Updated last year
• ShilinHe / interpretableNLP
  A list of publications on NLP interpretability (Welcome PR)
  ☆167Updated 3 years ago
• robustness-gym / robustness-gym
  Robustness Gym is an evaluation toolkit for machine learning.
  ☆440Updated 2 years ago
• ChrisWaites / pyvacy
  Differentially Private Optimization for PyTorch 👁🙅‍♀️
  ☆184Updated 4 years ago
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆185Updated 10 months ago
• benchmarkpaper / Benchmarking-Differential-Privacy-and-FederatedLearning-for-Healthcare-Data
  ☆17Updated 3 years ago
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆97Updated 2 years ago
• microsoft / UST
  Uncertainty-aware Self-training
  ☆121Updated 11 months ago
• yuxiangw / autodp
  autodp: A flexible and easy-to-use package for differential privacy
  ☆267Updated 11 months ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆57Updated last year
• salesforce / fast-influence-functions
  ☆86Updated last year
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆500Updated last year
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆253Updated 3 months ago
• google-research / lm-extraction-benchmark
  ☆275Updated 3 months ago
• xiangyue9607 / SanText
  Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"
  ☆26Updated 2 years ago
• Eric-Wallace / interpretability-tutorial-emnlp2020
  Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
  ☆198Updated 3 years ago
• huseyinatahaninan / Differentially-Private-Fine-tuning-of-Language-Models
  ☆66Updated 2 years ago
• ebagdasa / differential-privacy-vs-fairness
  Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19
  ☆34Updated 3 years ago
• Guzpenha / transformer_rankers
  A library to conduct ranking experiments with transformers.
  ☆161Updated last year
• bplank / awesome-neural-adaptation-in-NLP
  Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632
  ☆264Updated 3 years ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆176Updated last year
• camelop / NLP-Robustness
  OOD Generalization and Detection (ACL 2020)
  ☆61Updated 4 years ago
• yueyu1030 / COSINE
  [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…
  ☆201Updated 2 years ago
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆250Updated 2 months ago
• microsoft / ASTRA
  Self-training with Weak Supervision (NAACL 2021)
  ☆157Updated last year