wzhouad / Contra-OOD
Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021
☆40Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Contra-OOD
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆38Updated 3 years ago
- The code for lifelong few-shot language learning☆53Updated 2 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆50Updated 2 years ago
- ICLR 2022☆17Updated 2 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 3 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated last year
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Updated last year
- [ICML 2022] This is the pytorch implementation of "Rethinking Attention-Model Explainability through Faithfulness Violation Test" (https:…☆18Updated 2 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆97Updated last year
- Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)☆41Updated 4 years ago
- Pytorch implementations of Co-teaching for noisy label learning☆13Updated 2 years ago
- Meta Label Correction for Noisy Label Learning☆81Updated 2 years ago
- ☆19Updated 3 years ago
- Implementation of QKVAE☆11Updated last year
- Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"☆43Updated 2 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆83Updated 2 years ago
- OOD Generalization and Detection (ACL 2020)☆61Updated 4 years ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆87Updated 3 years ago
- Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews☆29Updated 4 years ago
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆38Updated 2 years ago
- ☆152Updated 3 years ago
- ☆25Updated 3 years ago
- Uncertainty-Aware Curriculum Learning for Neural Machine Translation (ACL 2020)☆11Updated 4 years ago
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆20Updated last year
- Official Repository for CLRCMD (Appear in ACL2022)☆38Updated last year
- Domain Adaptation and Adapters☆16Updated last year
- Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch☆57Updated last year
- ☆13Updated 2 years ago
- [ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"☆49Updated last year