nlpyang / pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
☆23Updated 5 years ago
Alternatives and similar repositories for pytorch-transformers:
Users that are interested in pytorch-transformers are comparing it to the libraries listed below
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆134Updated last year
- A curated list of few-shot learning in NLP. :-)☆64Updated 3 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆202Updated 2 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆127Updated 2 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
- A repo to explore different NLP tasks which can be solved using T5☆172Updated 4 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆109Updated 4 years ago
- Uncertainty-aware Self-training☆121Updated last year
- ☆291Updated 2 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Updated 3 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆228Updated 2 years ago
- Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)☆143Updated 3 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆69Updated 4 years ago
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆95Updated 2 years ago
- ☆120Updated 5 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆81Updated 2 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆293Updated 2 years ago
- Meta-learning for NLP☆50Updated 4 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆276Updated last year
- Hierarchical-Attention-Network☆45Updated 2 years ago
- PyTorch implementation of BERT in "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"☆103Updated 6 years ago
- ICML'2022: NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework☆258Updated last year
- This is the implemention of named entity recognition model☆31Updated 4 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆72Updated 3 years ago
- ☆66Updated 2 years ago
- Code for paper "An Improved Baseline for Sentence-level Relation Extraction", AACL-IJCNLP 2022☆90Updated 2 years ago
- PyTorch implementation for Seq2Seq model with attention and Greedy Search / Beam Search for neural machine translation☆58Updated 4 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- Models for automatically transforming toxic text to neutral☆34Updated last year