Karim-53 / Compare-xAILinks
A Unified Approach to Evaluate and Compare Explainable AI methods
☆14Updated last year
Alternatives and similar repositories for Compare-xAI
Users that are interested in Compare-xAI are comparing it to the libraries listed below
Sorting:
- Code for paper: Are Large Language Models Post Hoc Explainers?☆34Updated last year
- A framework for assessing and improving classification fairness.☆33Updated 2 years ago
- ☆156Updated 2 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆252Updated last year
- A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)☆26Updated 4 years ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆31Updated 3 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆29Updated 3 years ago
- Official implementation of the EMNLP 2021 paper "ONION: A Simple and Effective Defense Against Textual Backdoor Attacks"☆35Updated 4 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆75Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆69Updated 5 years ago
- Conformal Language Modeling☆32Updated last year
- The code and data for "Are Large Pre-Trained Language Models Leaking Your Personal Information?" (Findings of EMNLP '22)☆26Updated 3 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Updated 3 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆89Updated 2 years ago
- Code for "Astraea: Grammar-based Fairness Testing"☆10Updated 3 years ago
- ☆48Updated 10 months ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆153Updated 4 months ago
- Explaining neural decisions contrastively to alternative decisions.☆25Updated 4 years ago
- ☆15Updated last year
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆211Updated 5 months ago
- For Certified Robustness to Text Adversarial Attacks by Randomized [MASK]☆17Updated last year
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆23Updated 2 years ago
- A framework for adversarial attacks against token classification models☆33Updated 4 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆41Updated 3 years ago
- ☆25Updated last year
- DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text☆31Updated 2 years ago
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆70Updated 2 years ago
- For easy metric logging and visualization☆14Updated 10 months ago
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆226Updated last year
- [ACL 2020] Towards Debiasing Sentence Representations☆66Updated 3 years ago