crux82 / ganbert
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
☆228Updated 2 years ago
Alternatives and similar repositories for ganbert:
Users that are interested in ganbert are comparing it to the libraries listed below
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆134Updated last year
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆179Updated 4 years ago
- ☆345Updated 3 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace☆96Updated 3 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆140Updated 3 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated last year
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆189Updated last year
- [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
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆362Updated 3 years ago
- A list of resources about Text Style Transfer☆59Updated 4 years ago
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆137Updated 3 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆183Updated last year
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated 8 months ago
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆327Updated last year
- Named Entity Recognition as Dependency Parsing☆348Updated last year
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆136Updated last year
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆229Updated 4 years ago
- A library to conduct ranking experiments with transformers.☆161Updated last year
- Contextual augmentation, a text data augmentation using a bidirectional language model.☆192Updated 5 years ago
- CharBERT: Character-aware Pre-trained Language Model (COLING2020)☆120Updated 4 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Updated 3 years ago
- Keyphrase Generation☆219Updated last year
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆109Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 4 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- Document ranking via sentence modeling using BERT☆144Updated 2 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆108Updated 8 months ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year