microsoft / biosbias

Related projects ⓘ

Alternatives and complementary repositories for biosbias

• shauli-ravfogel / nullspace_projection
  ☆87Updated 2 years ago
• gonenhila / gender_bias_lipstick
  ☆37Updated 5 years ago
• copenlu / xai-benchmark
  A Diagnostic Study of Explainability Techniques for Text Classification
  ☆67Updated 4 years ago
• uclanlp / gn_glove
  Learning Gender-Neutral Word Embeddings
  ☆45Updated 5 years ago
• uclanlp / corefBias
  To analyze and remove gender bias in coreference resolution systems
  ☆75Updated 3 years ago
• W4ngatang / sent-bias
  Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.
  ☆54Updated 3 years ago
• MilaNLProc / honest
  A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.
  ☆20Updated last year
• xiaoleihuang / Multilingual_Fairness_LREC
  Data and code repository of " Multilingual Fairness Evaluation for Hate Speech Detection ". LREC 2020.
  ☆20Updated last year
• weiguowilliam / CEAT
  ☆16Updated 3 years ago
• McGill-NLP / bias-bench
  ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
  ☆124Updated last year
• rudinger / winogender-schemas
  Data for evaluating gender bias in coreference resolution systems.
  ☆67Updated 5 years ago
• pliang279 / LM_bias
  [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
  ☆60Updated 2 years ago
• tongshuangwu / polyjuice
  ☆95Updated 2 years ago
• TManzini / DebiasMulticlassWordEmbedding
  NAACL 2019 (Oral): Code for "Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings"
  ☆38Updated 5 years ago
• pliang279 / sent_debias
  [ACL 2020] Towards Debiasing Sentence Representations
  ☆61Updated last year
• allenai / mice
  ☆26Updated 2 years ago
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆97Updated last year
• mainlp / awesome-human-label-variation
  A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …
  ☆76Updated 6 months ago
• slanglab / twitteraae
  Code for Blodgett et al. 2016, Demographic dialectal variation in social media
  ☆24Updated 5 years ago
• keitakurita / contextual_embedding_bias_measure
  Code for the paper "Measuring Bias in Contextualized Word Representations"
  ☆36Updated 5 years ago
• acmi-lab / counterfactually-augmented-data
  Learning the Difference that Makes a Difference with Counterfactually-Augmented Data
  ☆168Updated 3 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…
  ☆102Updated 8 months ago
• moinnadeem / StereoSet
  StereoSet: Measuring stereotypical bias in pretrained language models
  ☆167Updated last year
• yanaiela / demog-text-removal
  ☆51Updated 5 years ago
• PAIR-code / interpretability
  PAIR.withgoogle.com and friend's work on interpretability methods
  ☆148Updated last week
• ewsheng / nlg-bias
  Dataset + classifier tools to study social perception biases in natural language generation
  ☆66Updated last year
• sebastianGehrmann / CausalMediationAnalysis
  Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"
  ☆74Updated 3 years ago
• kawine / contextual
  How Contextual are Contextualized Word Representations?
  ☆39Updated 4 years ago
• anlausch / XWEAT
  Cross-lingual version of WEAT
  ☆9Updated 5 years ago
• ewsheng / controllable-nlg-biases
  Framework for controlling demographic biases in NLG (using adversarial prompts)
  ☆19Updated last year