UCSB-NLP-Chang / llm_uncertaintyLinks
☆38Updated 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:
- ☆99Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆133Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆81Updated 9 months ago
- ☆45Updated 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…☆13Updated 10 months ago
- ☆29Updated last year
- ☆32Updated last year
- ☆56Updated 2 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆76Updated last year
- ☆48Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆80Updated 7 months ago
- ☆177Updated last year
- Conformal Language Modeling☆32Updated last year
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆27Updated last year
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆28Updated last year
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆31Updated 8 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆58Updated 5 months ago
- ☆52Updated 5 months ago
- ☆45Updated last year
- code and data associated with CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations☆10Updated last year
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- ☆41Updated last year
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆55Updated last year
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆30Updated 9 months ago
- Lightweight Adapting for Black-Box Large Language Models☆23Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆12Updated 8 months ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 8 months ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 4 months ago
- ☆97Updated last year
- [ICLR 2025] General-purpose activation steering library☆108Updated 2 weeks ago