kpe / bert-for-tf2
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
☆809Updated 2 years ago
Alternatives and similar repositories for bert-for-tf2:
Users that are interested in bert-for-tf2 are comparing it to the libraries listed below
- Tensorflow implementation of contextualized word representations from bi-directional language models☆1,619Updated 2 years ago
- Implementation of BERT that could load official pre-trained models for feature extraction and prediction☆2,421Updated 3 years ago
- Pre-trained ELMo Representations for Many Languages☆1,460Updated 3 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,119Updated 2 years ago
- Keras implementation of BERT with pre-trained weights☆814Updated 5 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,415Updated last year
- Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).☆1,259Updated 2 years ago
- ☆532Updated 6 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,353Updated last year
- A Lite Bert For Self-Supervised Learning Language Representations☆716Updated 4 years ago
- ALBERT model Pretraining and Fine Tuning using TF2.0☆203Updated 2 years ago
- Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN☆964Updated 6 years ago
- Implementation of papers for text classification task on DBpedia☆738Updated 4 years ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,250Updated last year
- Simple XLNet implementation with Pytorch Wrapper☆582Updated 5 years ago
- BERT for Multitask Learning☆547Updated 2 years ago
- Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, …☆816Updated 2 years ago
- ☆604Updated 6 months ago
- bert nlp papers, applications and github resources, including the newst xlnet , BERT、XLNet 相关论文和 github 项目☆1,848Updated 4 years ago
- Code for paper Fine-tune BERT for Extractive Summarization☆1,486Updated 3 years ago
- A Abstractive Summarization Implementation with Transformer and Pointer-generator☆396Updated 3 years ago
- Super easy library for BERT based NLP models☆1,895Updated 8 months ago
- NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character …☆1,895Updated 2 years ago
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆907Updated 2 years ago
- Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includ…☆2,389Updated 8 months ago
- A Tensorflow implementation of QANet for machine reading comprehension☆981Updated 6 years ago
- BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.☆387Updated 2 years ago
- The score code of FastBERT (ACL2020)☆605Updated 3 years ago
- Code for using and evaluating SpanBERT.☆898Updated last year
- This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…☆472Updated 2 years ago