ritaranx / NeST
[AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.
☆12Updated 2 years ago
Alternatives and similar repositories for NeST:
Users that are interested in NeST are comparing it to the libraries listed below
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 2 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆39Updated 4 years ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆18Updated 7 months ago
- [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
- ☆35Updated 2 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 3 years ago
- ☆11Updated 3 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆58Updated 4 years ago
- ☆15Updated 3 years ago
- Source code for InBedder, an instruction-following text embedder☆24Updated 7 months ago
- Official Repository for CLRCMD (Appear in ACL2022)☆40Updated 2 years ago
- ☆15Updated 9 months ago
- ICLR 2022☆17Updated 3 years ago
- [ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Pr…☆22Updated 11 months ago
- Uncertainty-Aware Reliable Text Classification (KDD 2021)☆17Updated 2 years ago
- Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"☆13Updated 3 years ago
- Code for the ACL2022 paper "Synthetic Question Value Estimation for Domain Adaptation of Question Answering"☆17Updated 3 years ago
- ☆19Updated 3 years ago
- ☆61Updated 2 years ago
- Resources for Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. EMNLP 2022.☆21Updated 2 years ago
- Implementation of the ACL 2022 paper: Learning Disentangled Representations of Negation and Uncertainty☆9Updated 3 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 3 years ago
- ☆10Updated 3 years ago
- A framework to train language models to learn invariant representations.☆14Updated 3 years ago
- [ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning☆42Updated 2 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 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