MiaoXiong2320 / llm-uncertaintyLinks
code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"
☆122Updated last year
Alternatives and similar repositories for llm-uncertainty
Users that are interested in llm-uncertainty are comparing it to the libraries listed below
Sorting:
- ☆171Updated last year
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆52Updated 10 months ago
- ☆93Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆77Updated 6 months ago
- ☆31Updated last year
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆24Updated 6 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆60Updated 7 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆74Updated 4 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆144Updated last year
- ☆51Updated 3 months ago
- A curated list of resources for activation engineering☆91Updated last month
- ☆49Updated last year
- ☆29Updated last year
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆47Updated 3 months ago
- ☆43Updated last year
- ☆26Updated 3 months ago
- ☆38Updated last year
- code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for M…☆12Updated 8 months ago
- ☆51Updated 4 months ago
- ☆95Updated last year
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆25Updated 11 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆98Updated 11 months ago
- ☆23Updated 4 months ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆29Updated 5 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆59Updated 9 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆101Updated 11 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆95Updated 3 months ago
- ☆27Updated last year