albert

There are 3 repositories under albert topic.

albertlauncher / albert
A fast and flexible keyboard launcher
albert albertlauncher application-launcher cpp keyboard-launcher launcher plugins python qt qt6
Language:C++ 7160
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 3916
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 chinese-corpus pre-trained pre-trained-model pytorch roberta tensorflow xlnet
Language:Python 3915
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert tensorflow language-detection machine-translation text-classification language-model llm question-answering
Language:Scala 3766
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
3274
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Language:Python 2940
lonePatient / BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Language:Python 2035
ChineseGLUE / ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
albert bert chinese-corpus datasets glue language-understanding nlp pre-trained-model
Language:Python 1770
yongzhuo / Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1741
Tencent / TurboTransformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
nlp transformer bert decoder gpu machine-translation inference huggingface-transformers pytorch albert roberta gpt2
Language:C++ 1453
CLUEbenchmark / CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
albert bert chinese chinese-ner chinesener dataset fine-grained-ner named-entity-recognition ner roberta seq2seq sequence-labeling sequence-to-sequence
Language:Python 1426
Tencent / TencentPretrain
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Language:Python 1002
CLUEbenchmark / CLUECorpus2020
Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料
albert bert chinese chinese-corpus corpus datasets nlp pretrain roberta
898
explosion / curated-transformers
🤖 A PyTorch library of curated Transformer models and their composable components
albert bert camembert dolly2 falcon gptneox llama llm llms nlp pytorch roberta transformer transformers xlm-roberta
Language:Python 856
lonePatient / Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet
Language:Python 850
CLUEbenchmark / CLUEPretrainedModels
高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型
pretrained-models chinese bert roberta albert sentence-classification sentence-pairs semantic-similarity sentence-analysis text-classification distillation corpus dataset
Language:Python 795
lonePatient / albert_pytorch
A Lite Bert For Self-Supervised Learning Language Representations
albert bert pytorch ngram mask nlp language-model
Language:Python 708
yongzhuo / Macropodus
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
nlp macropodus albert segnment cws ner newword keyword text-summarization calulator crf similarity
Language:Python 651
plkmo / BERT-Relation-Extraction
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
albert bert natural-language-processing nlp pytorch relation-extraction relationships
Language:Python 564
ProHiryu / albert-chinese-ner
使用预训练语言模型ALBERT做中文NER
albert bert chinese fine-tune ner tensorflow
Language:Python 467
TransformerSum
HHousen / TransformerSum
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
automatic-summarization machine-learning extractive-summarization bert roberta distilbert albert summarization transformer-models pytorch-lightning summarization-dataset text-summarization
Language:Python 424
barissayil / SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
bert nlp machine-learning pytorch pytorch-implementation vuejs flask transformer huggingface huggingface-transformer huggingface-transformers sentiment-analysis bert-model stanford-sentiment-treebank albert distilbert
Language:Python 357
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
Language:Python 330
monpa
monpa-team / monpa
MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型
albert bert chinese-word-segmentation named-entity-recognition ner nlp pos pos-tagging word-segmentation
Language:Python 245
KB-AI-Research / KB-ALBERT
KB국민은행에서 제공하는 경제/금융 도메인에 특화된 한국어 ALBERT 모델
albert financial-nlp korean-nlp language-model nlp pytorch transformers
Language:Python 225
graykode / ALBERT-Pytorch
Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)
albert bert pytorch
Language:Python 223
LieluoboAi / radish
C++ model train&inference framework
deep-learning libtorch bert albert spanbert nlp
Language:C++ 223
sudharsan13296 / Getting-Started-with-Google-BERT
Build and train state-of-the-art natural language processing models using BERT
bert transformer huggingface-transformers albert roberta spanbert electra distilbert nlp pytorch videobert bart tinybert bertsum sentence-bert sbert clinical-bert
Language:Jupyter Notebook 211
liuyukid / transformers-ner
Pytorch-Named-Entity-Recognition-with-transformers
ner pytorch transformers bert electra roberta albert adversarial-training crf softmax span distilbert camembert xlm xlmroberta pgd fgm
Language:Python 208
amansrivastava17 / embedding-as-service
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
nlp bert xlnet word2vec glove fasttext ulmfit embedding transformer bert-as-service embedding-as-service sentence-encoding tensorflow word-embedding deep-learning ai encoder embeddings albert roberta
Language:Python 203
amirgholami / ai_and_memory_wall
AI and Memory Wall
flops bert-model transformer inference-flops training-flops memory-wall nlp-models bert-flops bertflops gpt gpt-2 gpt-3 electra albert electra-model albert-transformer
201
kamalkraj / ALBERT-TF2.0
ALBERT model Pretraining and Fine Tuning using TF2.0
tf2 albert-tf2 multi-gpu-training fine-tuning albert tensoflow xla tf-hub glue squad machine-comprehension mlm cola weights-conversion classifier
Language:Python 199
ernie
labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
bert roberta albert distilbert tensorflow keras tensorflow2 nlp sentence-classification transformers huggingface bert-model bert-models bert-as-service bert-embeddings huggingface-transformer transformer-architecture transformer-tensorflow2 natural-language-processing
Language:Python 199
bergercookie / awesome-albert-plugins
Unofficial collection of plugins for the Albert launcher (https://albertlauncher.github.io/).
albert albert-plugins albertlauncher anki anki-addon emoji-picker googler launcher-application python
Language:Python 145
CLUEbenchmark / ELECTRA
中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model
electra bert pretrained-models language-model gan adversarial-networks albert
140
hellonlp / classifier_multi_label
multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification
multi-label-classification multi-label tensorflow text-classification text-classifier bert albert classifier-multi-label
Language:Python 139

albert

albertlauncher / albert

CLUEbenchmark / CLUE

brightmart / albert_zh

JohnSnowLabs / spark-nlp

christianversloot / machine-learning-articles

dbiir / UER-py

lonePatient / BERT-NER-Pytorch

ChineseGLUE / ChineseGLUE

yongzhuo / Keras-TextClassification

Tencent / TurboTransformers

CLUEbenchmark / CLUENER2020

Tencent / TencentPretrain

CLUEbenchmark / CLUECorpus2020

explosion / curated-transformers

lonePatient / Bert-Multi-Label-Text-Classification

CLUEbenchmark / CLUEPretrainedModels

lonePatient / albert_pytorch

yongzhuo / Macropodus

plkmo / BERT-Relation-Extraction

ProHiryu / albert-chinese-ner

HHousen / TransformerSum

barissayil / SentimentAnalysis

kyzhouhzau / NLPGNN

monpa-team / monpa

KB-AI-Research / KB-ALBERT

graykode / ALBERT-Pytorch

LieluoboAi / radish

sudharsan13296 / Getting-Started-with-Google-BERT

liuyukid / transformers-ner

amansrivastava17 / embedding-as-service

amirgholami / ai_and_memory_wall

kamalkraj / ALBERT-TF2.0

labteral / ernie

bergercookie / awesome-albert-plugins

CLUEbenchmark / ELECTRA

hellonlp / classifier_multi_label