A curated list of explainability-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the explainability implications, challenges, and advancements surrounding these powerful models.
☆57Jun 25, 2025Updated 10 months ago
Alternatives and similar repositories for Awesome-LLM-Explainability
Users that are interested in Awesome-LLM-Explainability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB Simulink Based Fault Tree Analyzer☆10Mar 12, 2024Updated 2 years ago
- 3D Data Processing Courses for Ditigal Twins. ITC UTWENTE☆29Dec 31, 2025Updated 4 months ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆22Mar 19, 2024Updated 2 years ago
- PyTorch implementation of the paper "Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization" (ICLR 2021)☆35Jun 17, 2022Updated 3 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆49Dec 14, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆41May 25, 2024Updated last year
- Exploring techniques for estimating safety of machine learning classifiers☆78Feb 21, 2025Updated last year
- This is the available code for the paper `evidential fully convolutional network for semantic segmentation (arXiv preprint arXiv:2103.135…☆13Jun 1, 2022Updated 3 years ago
- Deep Learning & Information Bottleneck☆64Jun 30, 2023Updated 2 years ago
- ☆160Jan 15, 2024Updated 2 years ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆29Sep 3, 2024Updated last year
- Evaluation of neuro-symbolic engines☆42Aug 3, 2024Updated last year
- [ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning☆31Dec 2, 2023Updated 2 years ago
- ☆60Jun 5, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- RangeSanitizer (RSan) detects spatial and temporal memory errors in C/C++ programs using efficient range checks.☆19Nov 4, 2025Updated 6 months ago
- TFA project for indirect call analysis☆13Mar 13, 2025Updated last year
- Generate 256x256, 512x512 resolution images with simple Convolutional GAN by adding Gaussian noise to discriminator layers.☆10Jul 11, 2021Updated 4 years ago
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆113Sep 28, 2024Updated last year
- A depth-aware secure computation compiler☆17Jun 7, 2025Updated 10 months ago
- Run large AI models in TEE environment☆14Sep 10, 2024Updated last year
- ☆16Mar 23, 2021Updated 5 years ago
- [ECCV 2020] Official code for "Comprehensive Image Captioning via Scene Graph Decomposition"☆99Aug 20, 2024Updated last year
- ☆17May 3, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 一个基于 LangGraph 和 LangSmith 构建的多智能体AI系统☆32Jun 5, 2025Updated 11 months ago
- ☆130May 31, 2024Updated last year
- Bridging the CAN Bus to ROS topics based on the socketcan libraries.☆127May 15, 2024Updated last year
- The MobSTr dataset provides artifacts that demonstrate Model-based Safety Assurance and Traceability for a safety-critical automotive sys…☆10Mar 18, 2022Updated 4 years ago
- Paper and implementation of "SAND: Decoupling Sanitization from Fuzzing for Low Overhead"☆26Feb 13, 2025Updated last year
- The python3 code is used for the MLX90640 and MLX90641 to initialize and read the data from the sensor.☆15Jan 8, 2025Updated last year
- ☆114Aug 22, 2025Updated 8 months ago
- [ACL'25 Oral] Code for the paper "UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban…☆29Jul 15, 2025Updated 9 months ago
- sealos deck☆12Mar 30, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Python Script to download songs in the best available format from Youtube.☆11Oct 2, 2021Updated 4 years ago
- Test-Time Memory Framework: Control Hallucinations in Foundation Models☆11Nov 4, 2025Updated 6 months ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆93Apr 30, 2024Updated 2 years ago
- ☆17Mar 20, 2022Updated 4 years ago
- SePer is an accurate / fast / free-of-API metric to measure document quality via information gain☆31Feb 22, 2026Updated 2 months ago
- Code Aware Services (CAS) is a set of tools for extracting information from a (especially large) source code trees. It consists of Build …☆62Aug 1, 2025Updated 9 months ago