BatsResearch / efslLinks
Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks
☆11Updated 4 years ago
Alternatives and similar repositories for efsl
Users that are interested in efsl are comparing it to the libraries listed below
Sorting:
- ☆18Updated 2 years ago
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆18Updated 3 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Updated 4 years ago
- Post-processing for fair classification☆16Updated 5 months ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆10Updated last year
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Updated 4 years ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 4 years ago
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Updated 2 years ago
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- ☆25Updated last year
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Updated 2 months ago
- Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024☆22Updated last year
- Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for …☆57Updated 3 years ago
- Explanation Optimization☆13Updated 5 years ago
- Pytorch implementations of Co-teaching for noisy label learning☆13Updated 3 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆89Updated 2 years ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆17Updated last year
- ☆14Updated 5 years ago
- Explaining neural decisions contrastively to alternative decisions.☆25Updated 4 years ago
- ☆32Updated last year
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Updated 2 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Updated 2 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆54Updated 2 years ago
- ☆13Updated 5 months ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆16Updated 2 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Updated 3 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 2 years ago
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Updated 2 years ago