lingchen0331 / UQ_ICLLinks
Uncertainty quantification for in-context learning of large language models
☆16Updated last year
Alternatives and similar repositories for UQ_ICL
Users that are interested in UQ_ICL are comparing it to the libraries listed below
Sorting:
- ☆36Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆28Updated last year
- [NeurIPS 2024] Code and Data Repo for Paper "Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning"☆27Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆23Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆80Updated 8 months ago
- ☆99Updated last year
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆23Updated 11 months ago
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆31Updated 7 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆27Updated last year
- ☆13Updated 2 months ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆36Updated 3 months ago
- ☆38Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆132Updated last year
- ☆50Updated last year
- ☆46Updated 2 years ago
- Teaching Models to Express Their Uncertainty in Words☆39Updated 3 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆31Updated 7 months ago
- ☆32Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆19Updated 2 months ago
- 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 7 months ago
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Updated 2 years ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated last year
- ☆51Updated last year
- Learning adapter weights from task descriptions☆19Updated last year
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆13Updated 11 months ago
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆32Updated last year
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year