MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
☆356Jun 5, 2020Updated 5 years ago
Alternatives and similar repositories for MixText
Users that are interested in MixText are comparing it to the libraries listed below
Sorting:
- Code for "Semi-Supervised Models via Data Augmentation for Classifying Interactive Affective Responses"☆15Jun 26, 2020Updated 5 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆24Jul 22, 2020Updated 5 years ago
- UDA(Unsupervised Data Augmentation) implemented by pytorch☆278Dec 13, 2019Updated 6 years ago
- Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"☆43Oct 15, 2022Updated 3 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Nov 18, 2020Updated 5 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Feb 2, 2022Updated 4 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆63Jun 16, 2021Updated 4 years ago
- Exploring mixup strategies for text classification☆31Dec 16, 2020Updated 5 years ago
- Official Code for 'EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification' - NAACL 2022☆23May 9, 2022Updated 3 years ago
- Implementation of semi-supervised learning: UDA, MixMatch, Mean-teacher, focusing on NLP, powered by Pytorch☆12Jan 6, 2021Updated 5 years ago
- Unsupervised Data Augmentation (UDA)☆2,202Aug 28, 2021Updated 4 years ago
- Data augmentation for NLP☆4,652Jun 24, 2024Updated last year
- The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.☆43Sep 5, 2021Updated 4 years ago
- Sequence-Level Mixed Sample Data Augmentation☆23Mar 7, 2021Updated 5 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Data augmentation for NLP, presented at EMNLP 2019☆1,651Mar 19, 2023Updated 3 years ago
- Adversarial Training for Natural Language Understanding☆253Sep 6, 2023Updated 2 years ago
- Simple Text Classification[WIP]☆11Dec 30, 2022Updated 3 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Feb 9, 2023Updated 3 years ago
- ☆21Jun 3, 2021Updated 4 years ago
- ☆13Jan 8, 2021Updated 5 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆542Dec 10, 2021Updated 4 years ago
- ☆48Jan 21, 2021Updated 5 years ago
- 对ACL2020 FastBERT论文的复现，论文地址//arxiv.org/pdf/2004.02178.pdf☆193Dec 15, 2021Updated 4 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Jul 29, 2020Updated 5 years ago
- Modify Chinese text, modified on LaserTagger Model. 文本复述，基于lasertagger做中文文本数据增强。☆322Jan 3, 2024Updated 2 years ago
- Source codes for the paper "Examining the Ordering of Rhetorical Strategies in Persuasive Requests"☆18Sep 12, 2021Updated 4 years ago
- The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach …☆63Nov 20, 2020Updated 5 years ago
- The score code of FastBERT (ACL2020)☆609Oct 29, 2021Updated 4 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆730Aug 29, 2022Updated 3 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆229Mar 24, 2023Updated 2 years ago
- Data augmentation with Back Translation☆14Aug 2, 2019Updated 6 years ago
- Official code of our work, Syntax-augmented Multilingual BERT for Cross-lingual Transfer [ACL 2021].☆16Dec 2, 2021Updated 4 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆261Dec 17, 2020Updated 5 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,697May 8, 2023Updated 2 years ago
- Collection of papers and resources for data augmentation for NLP.☆831Aug 12, 2022Updated 3 years ago