bert

There are 62 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 86735
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 12272
clip-as-service
jina-ai / clip-as-service
🏄 Embed/reason/rank images and sentences with CLIP models
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 image2vec sentence2vec
Language:Python 11432
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 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
nlp seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie image-generation document-intelligence stable-diffusion aigc compression
Language:Python 8123
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
chinese-bert tensorflow pytorch bert nlp roberta bert-wwm bert-wwm-ext roberta-wwm rbt
Language:Python 7963
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
7790
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
nlp question-answering bert transfer-learning language-model pytorch semantic-search squad elasticsearch information-retrieval summarization transformers natural-language-processing machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 7475
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 6601
PaddlePaddle / ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
bert nlp natural-language-processing language-understanding ernie
Language:Python 5626
codertimo / BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert transformer pytorch nlp language-model
Language:Python 5388
bertviz
jessevig / bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
natural-language-processing machine-learning visualization neural-network pytorch nlp bert transformer gpt2 roberta transformers
Language:Python 4975
macanv / BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
bert ner named-entity-recognition blstm crf bert-bilstm-crf
Language:Python 4273
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。
spelling-errors error-correction pycorrector kenlm bert electra seq2seq-attention deep-learning-models error-detection
Language:Python 4027
BERTopic
MaartenGr / BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bert transformers topic-modeling sentence-embeddings nlp machine-learning topic ldavis topic-modelling topic-models
Language:Python 3958
NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
transformers pytorch bert vision-transformer layoutlm gpt-2
Language:Jupyter Notebook 3939
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 3848
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 3779
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark spark-ml pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert xlnet tensorflow language-detection seq2seq machine-translation text-classification
Language:Scala 3151
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 3105
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
bert relation-extraction entity-recognition attention gcn
Language:C++ 3082
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
deeplearning nlp nlu tensorflow dynet deep-learning pytorch bert transformers quantization
Language:Python 2895
thunlp / PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
nlp pre-trained-language-models ai machine-learning bert prompt-toolkit prompt prompt-learning prompt-based
2857
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:C++ 2623
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 2468
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2461
NVIDIA / FasterTransformer
Transformer related optimization, including BERT, GPT
pytorch transformer gpt bert
Language:C++ 2455
CyberZHG / keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
keras bert language-model
Language:Python 2399
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 2354
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/
machine-learning natural-language-processing tensorflow deep-learning text-generation python machine-translation dialog-systems texar bert gpt-2 xlnet text-data data-processing casl-project
Language:Python 2352
brightmart / roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
roberta chinese bert pre-trained-language-models pre-trained gpt2
Language:Python 2302
KeyBERT
MaartenGr / KeyBERT
Minimal keyword extraction with BERT
keyword-extraction keyphrase-extraction bert mmr
Language:Python 2268
ben1234560 / AiLearning-Theory-Applying
快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
ai nlp dataming bert kaggle-competition machine-learning deep-learning learning-by-doing
Language:Jupyter Notebook 2210
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2110
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 machine-reading-comprehension nlp pytorch
Language:Python 2083
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 2064
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.
pytorch deep-learning machine-learning computer-vision object-detection face-detection face-recognition time-series time-series-forecasting coronavirus tutorial lstm anomaly-detection time-series-anomaly-detection bert sentiment-analysis transformer nlp transfer-learning yolo
Language:Jupyter Notebook 1881

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