Alternatives and similar repositories for UQ-PLM:

Users that are interested in UQ-PLM 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.
  ☆48Updated last year
• INK-USC / rockner
  ☆11Updated 3 years ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆82Updated last year
• UCSB-NLP-Chang / llm_uncertainty
  ☆26Updated 11 months ago
• s-nlp / certain-transformer
  How certain is your transformer?
  ☆25Updated 3 years ago
• k-hanawa / criteria_for_instance_based_explanation
  ☆9Updated last year
• ritaranx / NeST
  [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.
  ☆12Updated 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…
  ☆47Updated 3 years ago
• code-terminator / invariant_rationalization
  Tensorflow implementation of Invariant Rationalization
  ☆48Updated last year
• lingchen0331 / UQ_ICL
  Uncertainty quantification for in-context learning of large language models
  ☆15Updated 9 months ago
• rabeehk / vibert
  Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021
  ☆38Updated 3 years ago
• yueyu1030 / actune
  [NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Lan…
  ☆14Updated 2 years ago
• CoderPat / learning-scaffold
  This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"
  ☆19Updated 2 years ago
• JonathanCrabbe / Simplex
  This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …
  ☆24Updated last year
• violet-zct / group-conditional-DRO
  Group-conditional DRO to alleviate spurious correlations
  ☆15Updated 3 years ago
• wutong8023 / PLM4CL
  ICLR 2022
  ☆17Updated 2 years ago
• peterbhase / ExplanationSearch
  Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"
  ☆17Updated 2 years ago
• INK-USC / DIG
  Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
  ☆25Updated 2 years ago
• ahujak / IB-IRM
  ☆30Updated 3 years ago
• epfl-dlab / invariant-language-models
  A framework to train language models to learn invariant representations.
  ☆12Updated 2 years ago
• dongxinshuai / RIFT-NeurIPS2021
  ☆11Updated 2 years ago
• google-research / OOD-failures
  ☆24Updated 3 years ago
• r-three / mats
  ☆27Updated 6 months ago
• princeton-nlp / rationale-robustness
  NAACL 2022: Can Rationalization Improve Robustness? https://arxiv.org/abs/2204.11790
  ☆27Updated 2 years ago
• da03 / Residual-EBM
  Code for Residual Energy-Based Models for Text Generation in PyTorch.
  ☆23Updated 3 years ago
• plkumjorn / FIND
  Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"
  ☆18Updated 4 years ago
• tapilab / emnlp-2020-spurious
  ☆17Updated 3 years ago
• AkariAsai / ATTEMPT
  This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)
  ☆100Updated 2 years ago
• UKPLab / adaptable-adapters
  ☆24Updated 2 years ago