[NeurIPS 2025] PRISM is a multi-concept feature description framework which can identify and score polysemantic features.
☆14Jun 26, 2026Updated 4 months ago
Alternatives and similar repositories for prism
Users that are interested in prism are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for the Feature Alignment to Descriptions Evaluation (FADE) Paper☆11Feb 10, 2026Updated 8 months ago
- Code for "The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation", NeurIPS 2025☆12Jan 20, 2026Updated 9 months ago
- Official GitHub for the paper "Labeling Neural Representations with Inverse Recognition"☆10Dec 3, 2025Updated 10 months ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆21Jan 28, 2026Updated 9 months ago
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆12Mar 24, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆16Jan 16, 2024Updated 2 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆17Aug 30, 2026Updated last month
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Works…☆20Aug 30, 2026Updated last month
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 11 months ago
- GitHub repository for DORA: Data-agnOstic Representation Analysis paper. DORA allows to find outlier representations in Deep Neural Netwo…☆28Apr 23, 2026Updated 6 months ago
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)