Alternatives and similar repositories for FedNLP

Users that are interested in FedNLP are comparing it to the libraries listed below

• neulab / RIPPLe
  Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
  ☆141Updated 3 years ago
• Hazelsuko07 / TextHide
  TextHide: Tackling Data Privacy in Language Understanding Tasks
  ☆31Updated 4 years ago
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆175Updated 2 years ago
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆190Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated 2 years ago
• microsoft / UST
  Uncertainty-aware Self-training
  ☆121Updated last year
• microsoft / ASTRA
  Self-training with Weak Supervision (NAACL 2021)
  ☆160Updated last year
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆56Updated 2 years ago
• Eric-Wallace / interpretability-tutorial-emnlp2020
  Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
  ☆199Updated 4 years ago
• castorini / DeeBERT
  DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
  ☆156Updated 3 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…
  ☆259Updated 10 months ago
• ChrisWaites / pyvacy
  Differentially Private Optimization for PyTorch 👁🙅‍♀️
  ☆186Updated 5 years ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆536Updated last year
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆182Updated 4 years ago
• JetRunner / PABEE
  Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".
  ☆65Updated 4 years ago
• Guzpenha / transformer_rankers
  A library to conduct ranking experiments with transformers.
  ☆160Updated last year
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆265Updated last week
• csong27 / collision-bert
  ☆26Updated 4 years ago
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆96Updated 2 years ago
• yuxiangw / autodp
  autodp: A flexible and easy-to-use package for differential privacy
  ☆274Updated last year
• awasthiabhijeet / Learning-From-Rules
  Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…
  ☆50Updated 2 years ago
• neulab / ExplainaBoard
  Interpretable Evaluation for AI Systems
  ☆366Updated 2 years ago
• yinwenpeng / BenchmarkingZeroShot
  ☆120Updated 5 years ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆509Updated last month
• google-research / lm-extraction-benchmark
  ☆291Updated last week
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆723Updated 2 weeks ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆187Updated 2 years ago
• google-deepmind / jax_privacy
  Algorithms for Privacy-Preserving Machine Learning in JAX
  ☆94Updated 2 months ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆379Updated 3 months ago
• wyshi / lm_privacy
  ☆18Updated 3 years ago