XAI NLP Linguistic Knowledge of Neural Networks

관련 링크

xai 명

Result of LIME Explainer on Bi-LSTM Model

  • xai 관련 정보

Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff

Linguistic Knowledge of Neural Networks

  • xai 논문

Explainable Artificial Intelligence (XAI) towards Model Personality in NLP task

-> 논문 정리 하면서 lime, shap, ancors 정리 같이하기

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Feature Removal Is A Unifying Principle For Model Explanation Methods

  • word feature importance - code blog

https://wjdqlsdlsp.github.io/nlp/2022/01/01/NLP_XAI/

https://www.analyticsvidhya.com/blog/2017/06/building-trust-in-machine-learning-models/

  • xai iml sota

https://github.com/rehmanzafar/xai-iml-sota