code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"
☆149Mar 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☆64Sep 4, 2024Updated 2 years ago
- ☆43Feb 2, 2024Updated 2 years ago
- Benchmarking LLMs via Uncertainty Quantification☆263Jan 30, 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
- 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.
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆29Jun 4, 2024Updated 2 years ago
- ☆26May 14, 2026Updated 4 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆64Mar 30, 2024Updated 2 years ago
- ☆19Nov 11, 2023Updated 2 years ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆427Apr 12, 2024Updated 2 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆834Jun 5, 2026Updated 3 months ago
- ☆53Apr 9, 2025Updated last year
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆110Aug 5, 2024Updated 2 years ago
- personalized-llms with allen institute☆13Jun 22, 2023Updated 3 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.
- ☆23Sep 2, 2025Updated last year
- ☆188Jun 20, 2024Updated 2 years ago
- Lightweight Adapting for Black-Box Large Language Models☆26Feb 15, 2024Updated 2 years ago
- ☆49Oct 1, 2024Updated last year
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆113Sep 28, 2024Updated last year
- ☆25Jun 10, 2025Updated last year
- [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
- 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.
- Teaching Models to Express Their Uncertainty in Words☆40May 26, 2022Updated 4 years ago
- ☆42Aug 21, 2025Updated last year
- 🧪 A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2…☆14Jul 3, 2026Updated 2 months ago
- [NeurIPS 2025 D&B Track] MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research☆36Sep 8, 2026Updated 2 weeks 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
- Accepted LLM Papers in NeurIPS 2024☆38Oct 13, 2024Updated last year
- Calibrating LLMs with Information-Theoretic Evidential Deep Learning (ICLR 2025)☆18Mar 2, 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.
- ICL backdoor attack☆17Nov 4, 2024Updated 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"☆25Oct 31, 2025Updated 10 months ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆52Nov 8, 2024Updated last year
- ☆200Updated this week
- Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"☆15Feb 27, 2024Updated 2 years ago
- ☆509Sep 8, 2026Updated 2 weeks ago