xashru / mixup-text
Exploring mixup strategies for text classification
☆29Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for mixup-text
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆26Updated 3 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆105Updated 2 years ago
- pytorch版simcse无监督语义相似模型☆22Updated 3 years ago
- ☆42Updated 4 years ago
- ☆78Updated 2 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆41Updated 5 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆61Updated 3 years ago
- ☆49Updated 3 years ago
- Code for ACL 2021 paper: Accelerating BERT Inference for Sequence Labeling via Early-Exit☆28Updated 2 years ago
- ☆65Updated 6 months ago
- The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach …☆62Updated 3 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆184Updated last year
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 2 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 4 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆34Updated last year
- Library of various Few-Shot Learning frameworks for text classification☆60Updated last year
- ☆18Updated 3 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆50Updated 2 years ago
- Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".☆130Updated 3 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆43Updated last year
- Pytorch implementation of Bert and Pals: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning (https://arxiv.org/ab…☆81Updated 5 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆62Updated last year
- Lexically Error Correction BERT.☆49Updated 3 years ago
- MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)☆51Updated last year
- ☆34Updated 2 years ago
- Implementation of semi-supervised learning: UDA, MixMatch, Mean-teacher, focusing on NLP, powered by Pytorch☆13Updated 3 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆60Updated 3 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆56Updated 3 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 3 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆69Updated 3 years ago