MiaoXiong2320 / llm-uncertaintyLinks
code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"
☆121Updated 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:
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆50Updated 9 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- ☆170Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆34Updated 5 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆60Updated 7 months ago
- ☆51Updated 2 months ago
- 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 7 months ago
- ☆51Updated last year
- ☆93Updated 11 months ago
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆50Updated 6 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆46Updated 2 months ago
- ☆41Updated 8 months ago
- ☆49Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆32Updated 4 months ago
- ☆34Updated 10 months ago
- [ICML 2024] One Prompt is Not Enough: Automated Construction of a Mixture-of-Expert Prompts - TurningPoint AI☆26Updated 9 months ago
- ☆30Updated last year
- ☆44Updated 3 months ago
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆25Updated 10 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆112Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆35Updated 7 months ago
- A Sober Look at Language Model Reasoning☆74Updated last week
- ☆40Updated last year
- ☆26Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated 3 months ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆29Updated 5 months ago
- ☆24Updated 2 months ago
- ☆29Updated last year
- A resource repository for representation engineering in large language models☆126Updated 7 months ago
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆25Updated last week