ZixuanKe / LifelongSentClass
Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification
☆25Updated 3 years ago
Alternatives and similar repositories for LifelongSentClass:
Users that are interested in LifelongSentClass are comparing it to the libraries listed below
- ICLR 2022☆17Updated 2 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch☆57Updated last year
- ☆17Updated 2 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆40Updated last year
- in this project, I've implemented the Facebook paper about fine tuning RoBERTa with contrastive loss.☆57Updated 2 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 2 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 3 years ago
- code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification☆27Updated 2 years ago
- The code for lifelong few-shot language learning☆55Updated 2 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Updated last year
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Updated 2 years ago
- Codes for the paper "Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation"☆14Updated 2 years ago
- Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive Compositional Modules"☆38Updated 2 years ago
- ☆32Updated 2 years ago
- ☆22Updated 2 years ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- Official Implementation for "Self-Gudied Contrastive Learning for BERT Sentence Representations (ACL 2021)"☆26Updated 2 years ago
- Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)☆25Updated 2 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆46Updated 2 years ago
- ☆12Updated last year
- ☆33Updated 2 years ago
- Meta-learning for NLP☆50Updated 4 years ago
- code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Updated last year
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 2 years ago
- Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)☆41Updated 4 years ago
- domain adaptation in NLP☆52Updated 3 years ago
- Repo for the EMNLP2021 paper: Lifelong Event Detection with Knowledge Transfer☆14Updated 3 years ago
- Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces☆58Updated 3 years ago