Alternatives and similar repositories for uncertainty_transformers:

Users that are interested in uncertainty_transformers are comparing it to the libraries listed below

• Kaleidophon / nlp-uncertainty-zoo
  Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
  ☆53Updated 2 years ago
• xiaoyuxin1002 / UQ-PLM
  Uncertainty Quantification with Pre-trained Language Models: An Empirical Analysis
  ☆15Updated 2 years ago
• kimjeyoung / SNGP-BERT-Pytorch
  This is reimplementation of "Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness" in Pyt…
  ☆50Updated 3 years ago
• UKPLab / adaptable-adapters
  ☆24Updated 2 years ago
• WSNLP / al_toolbox
  Active learning
  ☆78Updated 2 years ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆86Updated last year
• s-nlp / certain-transformer
  How certain is your transformer?
  ☆25Updated 4 years ago
• AIRI-Institute / Probing_framework
  Framework for probing tasks
  ☆26Updated last year
• mourga / transformer-uncertainty
  Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.
  ☆43Updated 3 years ago
• epfl-dlab / invariant-language-models
  A framework to train language models to learn invariant representations.
  ☆14Updated 3 years ago
• gucci-j / light-transformer-emnlp2021
  EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling
  ☆31Updated 3 years ago
• zepingyu0512 / in-context-mechanism
  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…
  ☆11Updated 5 months ago
• snowood1 / BERT-ENN
  Uncertainty-Aware Reliable Text Classification (KDD 2021)
  ☆17Updated 2 years ago
• tatsu-lab / conformal-factual-lm
  ☆25Updated last year
• r-three / mats
  ☆30Updated 9 months ago
• mpagli / Agree-to-Disagree
  Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"
  ☆36Updated 2 years ago
• HanGuo97 / soft-Q-learning-for-text-generation
  ☆67Updated 2 years ago
• jjzha / cartography-al
  Code base for the EMNLP 2021 Findings paper: Cartography Active Learning
  ☆14Updated last year
• UCSB-NLP-Chang / llm_uncertainty
  ☆28Updated last year
• UKPLab / iclr2024-model-merging
  This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
  ☆27Updated 11 months ago
• gorokoba560 / norm-analysis-of-transformer
  ☆84Updated last year
• mourga / contrastive-active-learning
  Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …
  ☆125Updated 2 years ago
• sylinrl / CalibratedMath
  Teaching Models to Express Their Uncertainty in Words
  ☆38Updated 2 years ago
• rabeehk / vibert
  Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021
  ☆39Updated 3 years ago
• zlin7 / UQ-NLG
  ☆87Updated 10 months ago
• adamxyang / laplace-lora
  Bayesian low-rank adaptation for large language models
  ☆23Updated last year
• TideDancer / iclr21_isotropy_contxt
  ☆30Updated 3 years ago
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆28Updated last year
• xiamengzhou / training_trajectory_analysis
  [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf
  ☆23Updated last year
• hsajjad / Interpretability-Tutorial-NAACL2021
  ☆24Updated 3 years ago