crux82 / ganbert
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
☆226Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ganbert
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆286Updated last year
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆177Updated 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…☆201Updated 2 years ago
- Keyphrase Generation☆217Updated last year
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆133Updated last year
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆188Updated last year
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Updated 3 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆134Updated 3 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆526Updated 3 years ago
- ☆344Updated 3 years ago
- architectures and pre-trained models for long document classification.☆154Updated 3 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆106Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆244Updated 2 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace☆92Updated 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
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆168Updated last year
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 4 years ago
- CharBERT: Character-aware Pre-trained Language Model (COLING2020)☆117Updated 3 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆140Updated 3 years ago
- ☆446Updated 2 years ago
- Contextual augmentation, a text data augmentation using a bidirectional language model.☆192Updated 4 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆394Updated 2 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆153Updated 2 years ago
- A library to conduct ranking experiments with transformers.☆161Updated last year
- Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classif…☆306Updated 4 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆126Updated last year
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆389Updated last year
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆296Updated 2 years ago
- Builds wordpiece(subword) vocabulary compatible for Google Research's BERT☆226Updated 3 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆140Updated last year