Alternatives and similar repositories for CausalMediationAnalysis

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

• pliang279 / sent_debias
  [ACL 2020] Towards Debiasing Sentence Representations
  ☆66Updated 2 years ago
• pliang279 / LM_bias
  [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
  ☆61Updated 2 years ago
• shauli-ravfogel / nullspace_projection
  ☆89Updated 3 years ago
• acmi-lab / counterfactually-augmented-data
  Learning the Difference that Makes a Difference with Counterfactually-Augmented Data
  ☆170Updated 4 years ago
• gorokoba560 / norm-analysis-of-transformer
  ☆86Updated last year
• tongshuangwu / polyjuice
  ☆97Updated 2 years ago
• amirfeder / CausaLM
  CausaLM: Causal Model Explanation Through Counterfactual Language Models
  ☆55Updated 5 years ago
• chrisc36 / debias
  Methods of training NLP models to ignored biased strategies
  ☆55Updated 2 years ago
• hsajjad / Interpretability-Tutorial-NAACL2021
  ☆24Updated 4 years ago
• xhan77 / influence-function-analysis
  ☆63Updated 5 years ago
• salesforce / fast-influence-functions
  ☆89Updated 3 months ago
• belindal / state-probes
  Code for the paper "Implicit Representations of Meaning in Neural Language Models"
  ☆54Updated 2 years ago
• ewsheng / nlg-bias
  Dataset + classifier tools to study social perception biases in natural language generation
  ☆70Updated 2 years ago
• peterbhase / LAS-NL-Explanations
  Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"
  ☆22Updated 4 years ago
• easonnie / ChaosNLI
  [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data
  ☆38Updated 3 years ago
• john-hewitt / control-tasks
  Repository describing example random control tasks for designing and interpreting neural probes
  ☆32Updated 3 years ago
• ewsheng / controllable-nlg-biases
  Framework for controlling demographic biases in NLG (using adversarial prompts)
  ☆20Updated 2 years ago
• UVa-NLP / VMASK
  Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"
  ☆17Updated 4 years ago
• lena-voita / description-length-probing
  This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"
  ☆71Updated 11 months ago
• awebson / prompt_semantics
  This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”
  ☆85Updated 3 years ago
• UKPLab / emnlp2020-debiasing-unknown
  ☆26Updated 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
• yanaiela / pararel
  ☆45Updated last year
• AI-secure / InfoBERT
  [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…
  ☆85Updated last year
• uclanlp / corefBias
  To analyze and remove gender bias in coreference resolution systems
  ☆79Updated 3 months ago
• timoschick / self-debiasing
  This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".
  ☆88Updated 3 years ago
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆97Updated 2 years ago
• tuvuumass / task-transferability
  Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.
  ☆50Updated 4 years ago
• copenlu / xai-benchmark
  A Diagnostic Study of Explainability Techniques for Text Classification
  ☆68Updated 4 years ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆87Updated last year