Alternatives and similar repositories for xai-benchmark

Users that are interested in xai-benchmark are comparing it to the libraries listed below

• shauli-ravfogel / nullspace_projection
  ☆89Updated 3 years ago
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆96Updated 2 years ago
• xhan77 / influence-function-analysis
  ☆63Updated 5 years ago
• INK-USC / hierarchical-explanation-neural-sequence-models
  Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
  ☆30Updated 4 years ago
• yanaiela / amnesic_probing
  ☆39Updated 4 years ago
• frankaging / BERT-LRP
  On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
  ☆30Updated 2 years ago
• pliang279 / sent_debias
  [ACL 2020] Towards Debiasing Sentence Representations
  ☆66Updated 2 years ago
• successar / FRESH
  ☆27Updated 2 years ago
• gonenhila / gender_bias_lipstick
  ☆39Updated 6 years ago
• CoderPat / learning-scaffold
  This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"
  ☆19Updated 3 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
• allenai / mice
  ☆26Updated 2 years ago
• hsajjad / Interpretability-Tutorial-NAACL2021
  ☆24Updated 4 years ago
• john-hewitt / control-tasks
  Repository describing example random control tasks for designing and interpreting neural probes
  ☆32Updated 3 years ago
• tongshuangwu / polyjuice
  ☆97Updated 2 years ago
• nicola-decao / diffmask
  Pytorch implementation of DiffMask
  ☆56Updated 2 years ago
• shreydesai / calibration
  Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"
  ☆60Updated 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
• google-research-datasets / xsum_hallucination_annotations
  Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (h…
  ☆82Updated 4 years ago
• awebson / prompt_semantics
  This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”
  ☆85Updated 3 years ago
• SawanKumar28 / nile
  NILE : Natural Language Inference with Faithful Natural Language Explanations
  ☆30Updated 2 years ago
• pliang279 / LM_bias
  [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models
  ☆61Updated 2 years ago
• Wluper / Retrograph
  Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers
  ☆20Updated 4 years ago
• BrendanKennedy / contextualizing-hate-speech-models-with-explanations
  Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"
  ☆35Updated 3 years ago
• Eric-Wallace / interpretability-tutorial-emnlp2020
  Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
  ☆199Updated 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 10 months ago
• CogComp / perspectrum
  Perspectrum: a dataset of claims, perspectives and evidence documents
  ☆34Updated 5 years ago
• uvavision / Double-Hard-Debias
  [ACL 2020] Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation
  ☆27Updated 4 years ago
• dheerajrajagopal / SelfExplain
  ☆40Updated 2 years ago
• kanekomasahiro / context-debias
  ☆25Updated 3 years ago