Alternatives and similar repositories for fairlib

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

• i-gallegos / Fair-LLM-Benchmark
  ☆151Updated 2 years ago
• tianlu-wang / Identifying-and-Mitigating-Spurious-Correlations-for-Improving-Robustness-in-NLP-Models
  NAACL 2022 Findings
  ☆15Updated 3 years ago
• McGill-NLP / bias-bench
  ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
  ☆148Updated last month
• pliang279 / sent_debias
  [ACL 2020] Towards Debiasing Sentence Representations
  ☆66Updated 2 years ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆87Updated 2 years ago
• QData / TextAttack-A2T
  A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)
  ☆26Updated 4 years ago
• TideDancer / iclr21_isotropy_contxt
  ☆31Updated 4 years ago
• frankaging / BERT-LRP
  On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
  ☆29Updated 2 years ago
• zjiehang / RanMASK
  For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]
  ☆17Updated last year
• cookielee77 / CLARE
  Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021
  ☆43Updated 4 years ago
• joeljang / knowledge-unlearning
  [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models
  ☆82Updated last year
• dongxinshuai / ASCC
  ☆25Updated 4 years ago
• sebastianGehrmann / CausalMediationAnalysis
  Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"
  ☆82Updated 4 years ago
• shauli-ravfogel / nullspace_projection
  ☆90Updated 3 years ago
• EmpathYang / ADEPT
  Source code and data for ADEPT: A DEbiasing PrompT Framework (AAAI-23).
  ☆15Updated 10 months ago
• RockyLzy / TextDefender
  codes for "Searching for an Effective Defender:Benchmarking Defense against Adversarial Word Substitution"
  ☆31Updated last year
• ejones313 / roben
  ☆12Updated 4 years ago
• W4ngatang / sent-bias
  Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.
  ☆56Updated 4 years ago
• copenlu / xai-benchmark
  A Diagnostic Study of Explainability Techniques for Text Classification
  ☆68Updated 4 years ago
• successar / instance_attributions_NLP
  ☆17Updated 4 years ago
• nyu-mll / crows-pairs
  This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…
  ☆124Updated last year
• leix28 / prompt-universal-vulnerability
  Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022
  ☆30Updated 3 years ago
• umanlp / RedditBias
  Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"
  ☆31Updated 4 years ago
• ftramer / LM_Memorization
  Training data extraction on GPT-2
  ☆192Updated 2 years ago
• tongshuangwu / polyjuice
  ☆97Updated 3 years ago
• JieyuZ2 / wrench
  [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
  ☆224Updated last year
• launchnlp / LitCab
  ☆25Updated 4 months ago
• lushleaf / Structure-free-certified-NLP
  SAFER: A Structure-free Approach For cErtified Robustness to Adversarial Word Substitutions (ACL 2020)
  ☆31Updated 4 years ago
• pliang279 / LM_bias
  [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
  ☆61Updated 2 years ago
• moinnadeem / StereoSet
  StereoSet: Measuring stereotypical bias in pretrained language models
  ☆191Updated 2 years ago