Uncertainty quantification for in-context learning of large language models
☆15Apr 1, 2024Updated 2 years ago
Alternatives and similar repositories for UQ_ICL
Users that are interested in UQ_ICL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆42Feb 2, 2024Updated 2 years ago
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆30Aug 15, 2024Updated last year
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models☆15Jun 24, 2024Updated last year
- ☆19May 3, 2025Updated 11 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆29Jun 4, 2024Updated last year
- 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.
- ☆105Jun 30, 2024Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Jun 27, 2024Updated last year
- Code and dataset for paper: Multi-stage Deep Classifier Cascades for OpenWorld Recognition☆14Mar 20, 2020Updated 6 years ago
- ☆14Jun 8, 2018Updated 7 years ago
- JMLR Cover Letter Template☆10Dec 15, 2021Updated 4 years ago
- GitHub Repository for KDD 2022 paper "Saliency-Regularized Deep Multi-Task Learning"☆12Sep 26, 2023Updated 2 years ago
- Multivariate Time Series Imputation with Generative Adversarial Networks☆11Jan 8, 2021Updated 5 years ago
- The source code of PGD-VAE☆12Dec 8, 2022Updated 3 years ago
- Lightweight Adapting for Black-Box Large Language Models☆25Feb 15, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆21Mar 28, 2022Updated 4 years ago
- Code for the paper: "MIDAS: Multi-agent Interaction-aware Decision-making with Adaptive Strategies for Urban Autonomous Navigation"☆17Sep 21, 2021Updated 4 years ago
- ☆185Jun 20, 2024Updated last year
- NeurIPS'24 - LLM Safety Landscape☆39Oct 21, 2025Updated 5 months ago
- [ICLR 2024] This is the official implementation for the paper: "Beyond imitation: Leveraging fine-grained quality signals for alignment"☆10May 5, 2024Updated last year
- [ACL 2025] "CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought"☆17Apr 3, 2025Updated last year
- Visual Concept Connectome☆15Jun 23, 2024Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆148Mar 14, 2024Updated 2 years ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆36Dec 17, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This application helps you to create a route plan for your drone, you can create points, lines, and circles and with the help of the back…☆14Sep 19, 2021Updated 4 years ago
- Code for experiments on self-prediction as a way to measure introspection in LLMs☆16Dec 10, 2024Updated last year
- [CVPR 2024] LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation☆13Jun 17, 2024Updated last year
- ☆30May 22, 2024Updated last year
- Exploring CoT-Decoding from Google DeepMind's paper, "Chain-of-Thought Reasoning Without Prompting".☆13Feb 22, 2024Updated 2 years ago
- A codebase for ACL 2023 paper: Mitigating Label Biases for In-context Learning☆10Aug 4, 2023Updated 2 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆13Jun 14, 2024Updated last year
- The official implementation of GCLSS (Generalized CLSS) and CLSS (NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression …☆13Aug 29, 2025Updated 7 months ago
- This is the code for our paper: PLACES: Prompting Language Models for Social Conversation Synthesis☆11Feb 17, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [KDD'23] This is the code repo for our KDD'23 paper "DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling".☆11Jun 14, 2023Updated 2 years ago
- NeurIPS 2021 paper 'Representation Learning on Spatial Networks' code☆18Oct 26, 2021Updated 4 years ago
- Code for "Transformer-Based Deep Survival Analysis"☆12May 27, 2022Updated 3 years ago
- [ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Pr…☆24Jun 1, 2024Updated last year
- A PyTorch framework for Continual Learning research.☆23Dec 7, 2023Updated 2 years ago
- AutoML 2024: HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection☆13Jul 12, 2024Updated last year
- Training and testing code from our CVPR 2023 paper "Are Deep Neural Networks SMARTer than Second Graders?"☆11Aug 10, 2023Updated 2 years ago