Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"
☆11Apr 15, 2024Updated 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:
- ☆10Nov 1, 2019Updated 6 years ago
- ☆14Jul 5, 2023Updated 2 years ago
- Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data☆13Sep 20, 2022Updated 3 years ago
- Bias Benchmark for Natural Language Inference. Code repo for the Findings of NAACL 2022 paper "On Measuring Social Biases in Prompt-Based…☆15Apr 28, 2022Updated 3 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Jan 10, 2023Updated 3 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 4 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Jul 29, 2021Updated 4 years ago
- The simplest repository for training medium-sized BackpackLM for cs224n☆25Aug 13, 2023Updated 2 years ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆29Jun 4, 2024Updated last year
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆29Sep 22, 2023Updated 2 years ago
- Code for A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models☆22Jul 13, 2018Updated 7 years ago
- ☆35Feb 20, 2025Updated last year
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Aug 22, 2023Updated 2 years ago
- The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism☆30Jul 17, 2024Updated last year
- ☆35Jul 5, 2023Updated 2 years ago
- 100M tokens, no time limit, best val loss wins!☆103Updated this week
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- Teaching Models to Express Their Uncertainty in Words☆39May 26, 2022Updated 3 years ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- Temporal summarization framework☆10Dec 4, 2023Updated 2 years ago
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆13Nov 1, 2022Updated 3 years ago
- JSSP dataset for LLMs☆17May 29, 2025Updated 9 months ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Mar 2, 2023Updated 3 years ago
- ☆10Apr 15, 2022Updated 3 years ago
- Adaptive and Robust Multi-Task Learning☆10May 19, 2024Updated last year
- ☆12Feb 27, 2023Updated 3 years ago
- solver for discrete Mixed Observable Markov Decision Processes☆11Oct 30, 2020Updated 5 years ago
- Deep Generative Model (Torch)☆11Apr 19, 2016Updated 9 years ago
- ☆10Oct 26, 2022Updated 3 years ago
- ☆11Jan 13, 2026Updated last month
- Deep learning introduction to beginners with PyTorch☆12Apr 24, 2020Updated 5 years ago
- ☆11Dec 14, 2022Updated 3 years ago
- Software package for intertemporal pricing optimization under reference effects and consumer heterogeneity estimation. Please see REAMDE.…☆10Mar 7, 2024Updated last year
- Exploring the minimal architecture required for coherent English language generation.☆12Mar 5, 2025Updated 11 months ago
- Multi-resource Dynamic Coordinated Planning of Flexible Distribution Network☆15Jun 11, 2024Updated last year