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Projects in Awesome Lists tagged with bert

A curated list of projects in awesome lists tagged with bert .

https://github.com/muqiujun-ai/bert4pytorch

超轻量级bert的pytorch版本,大量中文注释,容易修改结构,持续更新

bert nlp pytorch transformer

Last synced: 01 Oct 2024

https://github.com/MuQiuJun-AI/bert4pytorch

超轻量级bert的pytorch版本,大量中文注释,容易修改结构,持续更新

bert nlp pytorch transformer

Last synced: 01 Aug 2024

https://github.com/microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 07 Aug 2024

https://github.com/Microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 01 Aug 2024

https://github.com/graykode/commit-autosuggestions

A tool that AI automatically recommends commit messages.

bert commit-autosuggestions natural-language nlp text-generation

Last synced: 03 Oct 2024

https://github.com/TheAtticusProject/cuad

CUAD (NeurIPS 2021)

bert legal-nlp

Last synced: 02 Aug 2024

https://github.com/ymcui/PERT

PERT: Pre-training BERT with Permuted Language Model

bert nlp plm pre-trained-model pytorch tensorflow transformers

Last synced: 03 Aug 2024

https://github.com/kyzhouhzau/nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

albert albert-ner bert bert-cls bert-ner bilstm-attention gan gcn gin gnn gpt2 graph-classfication graph-convolutional-networks graphsage message-passing nlp tensorflow2 textcnn textgcn tf2

Last synced: 30 Sep 2024

https://github.com/yongzhuo/macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification

Last synced: 30 Sep 2024

https://github.com/xiangking/ark-nlp

A private nlp coding package, which quickly implements the SOTA solutions.

bert nlp transfomer

Last synced: 01 Aug 2024

https://github.com/JetRunner/BERT-of-Theseus

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).

bert glue model-compression nlp transformers

Last synced: 01 Aug 2024

https://github.com/UKPLab/gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

bert domain-adaptation information-retrieval nlp transformers vector-search

Last synced: 05 Aug 2024

https://github.com/graykode/ai-docstring

Visual Studio Code extension to quickly generate docstrings for python functions using AI(NLP) technology.

bert code-summarization docstrings nlp vs-code-extenstion

Last synced: 01 Aug 2024

https://github.com/qiangsiwei/bert_distill

BERT distillation(基于BERT的蒸馏实验 )

bert classification distillation nlp

Last synced: 01 Aug 2024

https://github.com/GaoQ1/rasa_nlu_gq

turn natural language into structured data(支持中文,自定义了N种模型,支持不同的场景和任务)

bert bilstm-idcnn jieba natural-language nlp nlu rasa rasa-nlu rasa-nlu-gao tensorflow

Last synced: 01 Aug 2024

https://github.com/boat-group/fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

bert bert-chinese bert-classifier bert-embeddings bert-ner bilstm-crf bimpm chinese-nlp crf esim keras named-entity-recognition nlp python-library semantic-similarity tensorflow text-classification tf2

Last synced: 29 Sep 2024

https://github.com/extreme-bert/extreme-bert

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

bert deep-learning language-model language-models machine-learning natural-language-processing nlp python pytorch transformer

Last synced: 03 Aug 2024

https://github.com/SanghunYun/UDA_pytorch

UDA(Unsupervised Data Augmentation) implemented by pytorch

bert pytorch-implementation text-classification

Last synced: 03 Aug 2024

https://github.com/xv44586/ccf_2020_qa_match

ccf 2020 qa match competition top1

bert ccf keras top1

Last synced: 03 Aug 2024

https://github.com/Sleepychord/CogLTX

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

bert pytorch

Last synced: 03 Aug 2024

https://github.com/sakuranew/BERT-AttributeExtraction

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

ai attribute-extraction bert deeplearning feature-extraction fine-tuning knowledge-graph nlp relation-extraction

Last synced: 01 Aug 2024

https://github.com/NetEase-FuXi/EET

Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model

bert bert-inference-performance eet gpt2 gpt2-inference-performance

Last synced: 31 Jul 2024

https://github.com/xu-song/bert-as-language-model

BERT as language model, fork from https://github.com/google-research/bert

bert language-model tensorflow

Last synced: 01 Aug 2024

https://github.com/xu-song/bert_as_language_model

BERT as language model, fork from https://github.com/google-research/bert

bert language-model tensorflow

Last synced: 22 Aug 2024

https://github.com/twang2218/vocab-coverage

语言模型中文认知能力分析

bert chatglm chinese embeddings language-model llama llm

Last synced: 27 Sep 2024

https://github.com/brightmart/xlnet_zh

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

bert language-model pre-train roberta xlnet

Last synced: 01 Aug 2024

https://github.com/luopeixiang/textclf

TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。

bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec

Last synced: 02 Aug 2024

https://github.com/natasha/slovnet

Deep Learning based NLP modeling for Russian language

bert deep-learning machine-learning morphology ner nlp python pytorch russian syntax

Last synced: 27 Sep 2024

https://github.com/sunyilgdx/NSP-BERT

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

bert correference-resolution entity-linking entity-typing natural-language-inference nlp prompt-learning sentence-classification sentiment-analysis tensorflow text-classification zero-shot

Last synced: 03 Aug 2024

https://github.com/hppRC/bert-classification-tutorial

【2023年版】BERTによるテキスト分類

bert deep-learning japanese nlp python pytorch transformers

Last synced: 01 Aug 2024

https://github.com/soskek/bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

bert chainer google natural-language-processi natural-language-understanding nlp transformer

Last synced: 01 Aug 2024

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 02 Aug 2024

https://github.com/AndriyMulyar/semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

bert bert-model clinical-semantic-similarity med-sts semantic-similarity sentence-similarity sts-b

Last synced: 04 Aug 2024

https://github.com/whu-zqh/chatgpt-vs.-bert

🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

bert chain-of-thought chatgpt in-context-learning natural-language-understanding

Last synced: 02 Aug 2024

https://github.com/iPieter/RobBERT

A Dutch RoBERTa-based language model

bert bert-model language-model nlp nlp-resources roberta transformers

Last synced: 03 Aug 2024

https://github.com/WHU-ZQH/ChatGPT-vs.-BERT

🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

bert chain-of-thought chatgpt in-context-learning natural-language-understanding

Last synced: 30 Jul 2024

https://github.com/liyibo/text-classification-demos

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

bert cnn fasttext tensorflow text-classification

Last synced: 01 Aug 2024

https://github.com/lots-of-things/gpt2-bert-reddit-bot

a bot that generates realistic replies using a combination of pretrained GPT-2 and BERT models

bert bigquery colab-notebook gpt-2 praw

Last synced: 29 Sep 2024

https://github.com/guotong1988/NL2SQL-RULE

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

bert deep-learning knowledge knowledge-representation nl2sql nlp pytorch rule-inject-to-model semantic-parsing text2sql

Last synced: 02 Aug 2024

https://github.com/geekjr/quickai

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo

Last synced: 02 Aug 2024

https://github.com/chambliss/multilingual_ner

Applying BERT to named entity recognition in English and Russian.

bert english-language named-entity-recognition nlp-machine-learning pytorch russian-language spacy

Last synced: 30 Sep 2024

https://github.com/hiyouga/dual-contrastive-learning

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

bert contrastive-learning deep-learning natural-language-processing neural-networks text-classification transformers

Last synced: 03 Aug 2024

https://github.com/zhpmatrix/bert-sequence-tagging

基于BERT的中文序列标注

bert chinese sequence-tagging

Last synced: 01 Aug 2024

https://github.com/ianycxu/GCN-with-BERT

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

bert bert-model coreference-resolution gcn gnn graph-convolutional-networks graph-neural-networks nlp pytorch

Last synced: 01 Aug 2024

https://github.com/THUNLP-AIPoet/BERT-CCPoem

BERT-CCPoem is an BERT-based pre-trained model particularly for Chinese classical poetry

bert poetry pretrain

Last synced: 01 Aug 2024

https://github.com/rubenszimbres/repo-2019

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

anomaly-detection aws-emr-clusters aws-rds bert bert-model emr-cluster googleassistant googlespeech hiveql keras-tensorflow mathe mathematica pyspark raspberry-pi-3 sql-server tensorflow wolfram-mathematica

Last synced: 27 Sep 2024

https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 30 Sep 2024

https://github.com/songhaoyu/BoB

The released codes for ACL 2021 paper 'BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data'

acl2021 bert dialogue-model personachat

Last synced: 03 Aug 2024

https://github.com/ymcui/cmrc2019

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

bert natural-language-processing question-answering reading-comprehension

Last synced: 01 Aug 2024

https://github.com/microsoft/adamix

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

adapter bert dart glue gpt-2 nlg nlp nlu parameter-efficient pytorch roberta webnlg

Last synced: 01 Oct 2024

https://github.com/alisafaya/Arabic-BERT

Arabic edition of BERT pretrained language models

arabic arabic-nlp bert bert-language-models language-model nlp transformer

Last synced: 03 Aug 2024

https://github.com/ymcui/LAMB_Optimizer_TF

LAMB Optimizer for Large Batch Training (TensorFlow version)

bert optimizer tensorflow

Last synced: 01 Aug 2024

https://github.com/graykode/toeicbert

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

ai bert deep-learning lm mask nlp pytorch pytorch-pretrained toeic

Last synced: 03 Oct 2024

https://github.com/lan-ce-lot/pythorch-text-classification

对豆瓣影评进行文本分类情感分析,利用爬虫豆瓣爬取评论,进行数据清洗,分词,采用BERT、CNN、LSTM等模型进行训练,采用tensorboardX可视化训练过程,自然语言处理项目\A project for text classification, based on torch 1.7.1

bert cnn douban lstm natural-language-processing nlp qt qt5 qt6 rnn scrapy sentiment-analysis tensorboard tensorboardx text-classification ui

Last synced: 28 Sep 2024

https://github.com/shibing624/nerpy

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具,支持BertSoftmax、BertSpan等模型,开箱即用。

bert bert-softmax bert-span named-entity-recognition ner nlp pytorch transformers

Last synced: 30 Sep 2024

https://github.com/martinomensio/spacy-sentence-bert

Sentence transformers models for SpaCy

bert models nlp sentence-bert sentence-transformers spacy

Last synced: 30 Sep 2024

https://github.com/lonePatient/BERT-chinese-text-classification-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

bert chinese chinese-text-classification nlp pytorch text-classification

Last synced: 01 Aug 2024

https://github.com/xv44586/toolkit4nlp

transformers implement (architecture, task example, serving and more)

bert keras nlp

Last synced: 29 Sep 2024

https://github.com/YC-wind/embedding_study

中文预训练模型生成字向量学习,测试BERT,ELMO的中文效果

bert chinese elmo elmo-tutorial embeddings z-w

Last synced: 01 Aug 2024

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 01 Aug 2024

https://github.com/writer/fitbert

Use BERT to Fill in the Blanks

bert fill-in-the-blank nlp python pytorch

Last synced: 29 Sep 2024

https://github.com/julesbelveze/bert-squeeze

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

bert deebert distillation fastbert lstm nlp pruning pytorch-lightning quantization theseus transformers

Last synced: 02 Oct 2024

https://github.com/nouhadziri/DialogEntailment

The implementation of the paper "Evaluating Coherence in Dialogue Systems using Entailment"

bert dialogue-evaluation evaluation-framework natural-language-inference

Last synced: 01 Aug 2024

https://github.com/xiongma/roberta-wwm-base-distill

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

bert distillation natural-language-processing pretrained-models roberta tensorflow

Last synced: 01 Aug 2024

https://github.com/zhpmatrix/Kaggle-Quora-Insincere-Questions-Classification

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案

bert kaggle quora tensor2tensor transformer

Last synced: 01 Aug 2024

https://github.com/hscspring/multi-label-text-classification-for-chinese

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

bert cnn dpcnn multi-label-classification pytorch-implmention rcnn text-classification

Last synced: 02 Oct 2024

https://github.com/searchableai/kitanaqa

KitanaQA: Adversarial training and data augmentation for neural question-answering models

adversarial-attacks adversarial-training bert data-augmentation ml-automation natural-language-processing nlp pytorch question-answering transformer

Last synced: 29 Sep 2024

https://github.com/nicolay-r/AREkit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

bert datasets frames language-models neural-networks nlp pandas pandas-dataframe prompt prompting relation-extraction sentiment-analysis tensorflow

Last synced: 01 Aug 2024

https://github.com/FerdinandZhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 03 Aug 2024