Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
☆839Oct 20, 2026Updated this week
Alternatives and similar repositories for Awesome-LLM-Uncertainty-Reliability-Robustness
Users that are interested in Awesome-LLM-Uncertainty-Reliability-Robustness are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆189Jun 20, 2024Updated 2 years ago
- List of papers on hallucination detection in LLMs.☆1,139Oct 8, 2026Updated last week
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆66Sep 4, 2024Updated 2 years ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,087Sep 27, 2025Updated last year
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆430Apr 12, 2024Updated 2 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.
- LLM hallucination paper list☆339Mar 11, 2024Updated 2 years ago
- Benchmarking LLMs via Uncertainty Quantification☆263Jan 30, 2024Updated 2 years ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,696Apr 20, 2026Updated 6 months ago
- ☆106Jun 30, 2024Updated 2 years ago
- ☆43Feb 2, 2024Updated 2 years ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆150Mar 14, 2024Updated 2 years ago
- A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide…☆1,913Jul 12, 2026Updated 3 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆37Dec 17, 2024Updated last year
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆825Aug 19, 2026Updated 2 months 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.
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated 2 years ago
- Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency☆39Jan 18, 2025Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆570Nov 13, 2023Updated 2 years ago
- ☆524Oct 9, 2026Updated last week
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 3 years ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆587Jan 28, 2025Updated last year
- This repo contains code for paper: "Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach".☆26Oct 21, 2024Updated 2 years ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆14Apr 9, 2024Updated 2 years ago
- ☆32Feb 13, 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.
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,255Apr 30, 2025Updated last year
- A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).☆2,088Sep 2, 2026Updated last month
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆604Feb 12, 2024Updated 2 years ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆460Apr 13, 2025Updated last year
- Universal and Transferable Attacks on Aligned Language Models☆4,838Aug 2, 2024Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,775Aug 4, 2024Updated 2 years ago
- DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models☆27May 23, 2024Updated 2 years ago
- ☆34Nov 17, 2021Updated 4 years ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,009May 21, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,253Aug 20, 2026Updated 2 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,930Oct 4, 2026Updated 2 weeks ago
- ✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).☆59Apr 2, 2025Updated last year
- Resource, Evaluation and Detection Papers for ChatGPT☆455Mar 21, 2024Updated 2 years ago
- ☆69Jul 12, 2026Updated 3 months ago
- A curation of awesome tools, documents and projects about LLM Security.☆1,712Aug 20, 2025Updated last year
- Aligning Large Language Models with Human: A Survey☆738Sep 8, 2026Updated last month