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
Alternatives and similar repositories for llm-uncertainty
Users that are interested in llm-uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆66Sep 4, 2024Updated 2 years ago
- ☆43Feb 2, 2024Updated 2 years ago
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆31Aug 15, 2024Updated 2 years ago
- Uncertainty quantification for in-context learning of large language models☆15Apr 1, 2024Updated 2 years ago
- Official Repository for paper "Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Mod…☆15Nov 25, 2024Updated last year
- 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.
- ☆27May 14, 2026Updated 5 months ago
- ☆19Nov 11, 2023Updated 2 years ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆430Apr 12, 2024Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆839Oct 3, 2026Updated 2 weeks ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆110Aug 5, 2024Updated 2 years ago
- ☆53Apr 9, 2025Updated last year
- personalized-llms with allen institute☆13Jun 22, 2023Updated 3 years ago
- ☆23Sep 2, 2025Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆27Feb 15, 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.
- ☆189Jun 20, 2024Updated 2 years ago
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆113Sep 28, 2024Updated 2 years ago
- [NeurIPS 2025] Reasoning Models Better Express Their Confidence"☆23Nov 19, 2025Updated 10 months ago
- ☆49Oct 1, 2024Updated 2 years ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆11May 5, 2024Updated 2 years ago
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆17Nov 25, 2024Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- ☆16May 16, 2025Updated last year
- ☆25Jun 10, 2025Updated last year
- 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.
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models☆17Jun 24, 2024Updated 2 years ago
- ☆43Aug 21, 2025Updated last year
- Teaching Models to Express Their Uncertainty in Words☆40May 26, 2022Updated 4 years ago
- 🧪 A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2…☆14Jul 3, 2026Updated 3 months ago
- [NeurIPS 2025 D&B Track] MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research☆36Sep 8, 2026Updated last month
- ☆19Nov 5, 2025Updated 11 months ago
- ☆106Jun 30, 2024Updated 2 years ago
- Authors' implementation of the paper Adaptive Information Seeking for Open-Domain Question Answering, published in EMNLP 2021.☆39May 16, 2023Updated 3 years ago
- [NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts☆42Sep 26, 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.
- This repo contains code for paper: "Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach".☆26Oct 21, 2024Updated last year
- Calibrating LLMs with Information-Theoretic Evidential Deep Learning (ICLR 2025)☆18Mar 2, 2025Updated last year
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- Official code for our paper "Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models"☆26Oct 31, 2025Updated 11 months ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆52Nov 8, 2024Updated last year
- ☆202Sep 21, 2026Updated 3 weeks ago
- Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"☆15Feb 27, 2024Updated 2 years ago