ritaranx / NeSTLinks
[AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.
☆12Updated 3 years ago
Alternatives and similar repositories for NeST
Users that are interested in NeST are comparing it to the libraries listed below
Sorting:
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆55Updated 2 years ago
- Uncertainty Quantification with Pre-trained Language Models: An Empirical Analysis☆15Updated 3 years ago
- ☆11Updated 4 years ago
- Uncertainty-aware Self-training☆123Updated 2 years ago
- ☆25Updated last year
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 3 years ago
- [NAACL 2022] This is the code repo for our paper `ACTUNE: Uncertainty-based Active Self-Training for Active Fine-Tuning of Pretrained Lan…☆15Updated 3 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 5 years ago
- Code and results accompanying our paper titled Mixture Proportion Estimation and PU Learning: A Modern Approach at Neurips 2021 (Spotligh…☆46Updated last year
- ☆21Updated 3 years ago
- ICLR 2022☆18Updated 3 years ago
- ☆29Updated 3 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Updated 5 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆43Updated 2 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 4 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 3 years ago
- ☆36Updated 3 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆90Updated 2 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆58Updated 4 years ago
- ☆61Updated 3 years ago
- Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)☆42Updated 5 years ago
- ☆60Updated 2 years ago
- ACL 2022(findings): A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings☆18Updated 3 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 4 years ago
- Official Implementation for "Self-Gudied Contrastive Learning for BERT Sentence Representations (ACL 2021)"☆27Updated 3 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆43Updated 4 years ago
- Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification☆25Updated 4 years ago
- in this project, I've implemented the Facebook paper about fine tuning RoBERTa with contrastive loss.☆58Updated 3 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆104Updated 3 years ago
- Tensorflow implementation of Invariant Rationalization☆50Updated 2 years ago