51 Open Source Bert Model Software Projects
Free and open source bert model code projects including engines, APIs, generators, and tools.
Kashgari 1870 ⭐
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Bert_language_understanding 919 ⭐
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Entity Relation Extraction 663 ⭐
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
Abstractive Summarization With Transfer Learning 340 ⭐
Abstractive summarisation using Bert as encoder and Transformer Decoder
Azureml Bert 322 ⭐
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
Multiple Relations Extraction Only Look Once 232 ⭐
Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。
Labteral Ernie 153 ⭐
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
Kcbert 154 ⭐
🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델
Repo 2019 131 ⭐
BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
Barissayil Sentimentanalysis 144 ⭐
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
Semantic Text Similarity 101 ⭐
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
Awasthiabhijeet Pie 73 ⭐
Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)
Turkish Bert Nlp Pipeline 72 ⭐
Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
Distill Bert Textgen 69 ⭐
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
Bert Qna Squad_2.0_finetuned_model 46 ⭐
BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.
Siamese Bert Fake News Detection Liar 46 ⭐
Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch
Gender Unbiased_bert Based_pronoun_resolution 41 ⭐
Source code for the ACL workshop paper and Kaggle competition by Google AI team
Bert Tensorflow Pytorch Spacy Conversion 22 ⭐
Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.
Language Model Pretraining For Text Generation 14 ⭐
LM pretraining for generation, reading list, resources, conference mappings.
Bert Movie Reviews Sentiment Classifier 12 ⭐
Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model
Use Cases Of Bert 12 ⭐
Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).
Bert Like Is All You Need 14 ⭐
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Text Classification Transformers 16 ⭐
Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)