albert 开源项目推荐（225 个）

albertlauncher /albert

A fast and flexible keyboard launcher

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

brightmart /albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

christianversloot /machine-learning-articles

收件箱我写的有关机器学习的文章，存档于MachineCurve.com。

dbiir /UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

lonePatient /BERT-NER-Pytorch

使用BERT（Softmax、CRS、Span）的中文NER（命名实体识别）

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

ChineseGLUE /ChineseGLUE

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

Tencent /TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

CLUEbenchmark /CLUENER2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

Tencent /TencentPretrain

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

CLUEbenchmark /CLUECorpus2020

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

lonePatient /Bert-Multi-Label-Text-Classification

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

explosion /curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

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

lonePatient /albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

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。自然语言处理工具（tookit）、词性标记（CWS）、词性标记（POS）、名称实体识别（NER）、查找（新词发现）、关键词提取、摘要（文本摘要）、Sim（文本相似度）、计算（科学计算器）、Chi2num（中文数字转阿拉伯数字）

plkmo /BERT-Relation-Extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

ProHiryu /albert-chinese-ner

使用预训练语言模型ALBERT做中文NER

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.