bert

There are 54 repositories under bert topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 65884
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp natural-language-processing tutorial pytorch tensorflow transformer attention paper bert
Language:Jupyter Notebook 11058
clip-as-service
jina-ai / clip-as-service
Embed images and sentences into fixed-length vectors with CLIP
bert sentence-encoding deep-learning clip-model clip-as-service bert-as-service cross-modal-retrieval multi-modality neural-search openai pytorch onnx cross-modality
Language:Python 10432
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow
Language:Python 7116
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
7099
tokenizers
huggingface / tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
nlp natural-language-processing natural-language-understanding language-model transformers bert gpt
Language:Rust 5732
PaddlePaddle / ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert ernie language-understanding natural-language-processing nlp
Language:Python 4971
codertimo / BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert language-model nlp pytorch transformer
Language:Python 4967
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.
nlp question-answering bert transfer-learning language-model pytorch semantic-search neural-search squad elasticsearch dpr information-retrieval summarization search-engine transformers natural-language-processing machine-learning ai python
Language:Python 4878
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
nlp transformer seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search
Language:Python 4682
bertviz
jessevig / bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization
Language:Python 4088
macanv / BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert bert-bilstm-crf blstm crf named-entity-recognition ner
Language:Python 4066
brightmart / albert_zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
albert bert roberta xlnet tensorflow pytorch pre-trained-model chinese-corpus pre-trained
Language:Python 3656
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 3506
pycorrector
shibing624 / pycorrector
pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。
bert deep-learning-models electra error-correction error-detection kenlm pycorrector seq2seq-attention spelling-errors
Language:Python 3300
nlp-architect
IntelLabs / nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Language:Python 2837
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
albert bert entity-extraction language-detection lemmatizer machine-translation named-entity-recognition natural-language-processing nlp part-of-speech-tagger pyspark sentiment-analysis seq2seq spark spark-ml spell-checker tensorflow text-classification transformers xlnet
Language:Scala 2784
CLUEbenchmark / CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
nlu benchmark chinese corpus dataset bert albert chineseglue glue roberta language-model pretrained-models transformers tensorflow pytorch
Language:Python 2731
BERTopic
MaartenGr / BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers
Language:Python 2539
km1994 / nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
attention bert entity-recognition gcn relation-extraction
Language:C++ 2508
CyberZHG / keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
bert keras language-model
Language:Python 2335
BrikerMan / Kashgari
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.
nlp sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling
Language:Python 2303
asyml / texar
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python tensorflow texar text-data text-generation xlnet
Language:Python 2295
bytedance / lightseq
LightSeq: A High Performance Library for Sequence Processing and Generation
inference transformer beam-search bert cuda sampling diverse-decoding multilingual-nmt training bart gpt accelerate
Language:Cuda 2191
brightmart / roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
bert chinese gpt2 pre-trained pre-trained-language-models roberta
Language:Python 2148
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner t5 unilm roberta albert clue gpt-2 model-zoo bart pegasus xlm-roberta
Language:Python 2114
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Language:Python 2111
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
awesome awesome-list bert contextualized-representation cross-lingual embedding-models language-model natural-language nlp pretrained-embedding pretrained-language-model pretrained-models sentence-embeddings sentence-representations subword-models unsupervised-learning word-embeddings wordembedding
Language:Python 2038
namisan / mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
multi-task-learning natural-language-understanding deep-learning microsoft ranking named-entity-recognition bert
Language:Python 1997
thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
1949
Jiakui / awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
bert google-bert nlp xlnet
1783
fast-bert
utterworks / fast-bert
Super easy library for BERT based NLP models
bert fast-bert fastai transformers
Language:Python 1745
NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
bert gpt-2 layoutlm pytorch transformers vision-transformer
Language:Jupyter Notebook 1643
github / CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
deep-learning natural-language-processing programming-language-theory machine-learning tensorflow datasets data-science machine-learning-on-source-code representation-learning neural-networks python ml open-data data cnn rnn self-attention bert nlp nlp-machine-learning
Language:Jupyter Notebook 1638
ChineseGLUE / ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
glue language-understanding bert pre-trained-model chinese-corpus nlp albert datasets
Language:Python 1613
curiousily / Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Language:Jupyter Notebook 1602

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