TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
☆128Aug 3, 2023Updated 2 years ago
Alternatives and similar repositories for TalkToModel
Users that are interested in TalkToModel are comparing it to the libraries listed below
Sorting:
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆22Oct 13, 2020Updated 5 years ago
- Explaining ML models using LLMs☆24Oct 21, 2024Updated last year
- A Natural Language Interface to Explainable Boosting Machines☆71Jul 5, 2024Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆26Mar 10, 2025Updated last year
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- "TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks" [TMLR 2024]☆32Dec 21, 2024Updated last year
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆12Oct 25, 2021Updated 4 years ago
- ☆14Aug 1, 2024Updated last year
- ☆13Jul 26, 2023Updated 2 years ago
- Measuring the Mixing of Contextual Information in the Transformer☆34May 27, 2023Updated 2 years ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆19Sep 25, 2023Updated 2 years ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆13Aug 15, 2021Updated 4 years ago
- ☆17Aug 30, 2025Updated 6 months ago
- ☆18Feb 28, 2022Updated 4 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆215Sep 29, 2024Updated last year
- Rationales for Sequential Predictions☆40Mar 10, 2022Updated 4 years ago
- Supervised Local Modeling for Interpretability☆29Oct 27, 2018Updated 7 years ago
- Source Code of the ROAD benchmark for feature attribution methods (ICML22)☆24Jun 26, 2023Updated 2 years ago
- Survey components for Streamlit apps☆26Sep 16, 2025Updated 6 months ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆14Oct 15, 2020Updated 5 years ago
- The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.☆20Updated this week
- A container for the forna visualization software.☆21May 30, 2024Updated last year
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆27Nov 3, 2025Updated 4 months ago
- XReason - formal reasoning about explanations for ML models☆17May 16, 2025Updated 10 months ago
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Aug 11, 2023Updated 2 years ago
- Personal coach to help you obtain desired AI decisions!☆20Oct 3, 2023Updated 2 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 3 weeks ago
- AAAI 2022 paper - Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction☆18Dec 23, 2021Updated 4 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Jul 13, 2019Updated 6 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆128Oct 3, 2023Updated 2 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆23Sep 23, 2020Updated 5 years ago
- Slides of my introduction to the Tidyverse☆16Oct 22, 2020Updated 5 years ago
- ☆13Jul 2, 2025Updated 8 months ago
- ☆20Jul 16, 2024Updated last year
- A Python framework for the quantitative evaluation of eXplainable AI methods☆18Mar 29, 2023Updated 2 years ago
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆21May 16, 2023Updated 2 years ago
- ☆26Nov 8, 2022Updated 3 years ago
- ☆19Mar 12, 2025Updated last year