Forest-Scorpio's Stars
nosuggest/Reflection_Summary
算法理论基础知识应知应会
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
NiuTrans/ABigSurvey
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
bojone/Pattern-Exploiting-Training
Pattern-Exploiting Training在中文上的简单实验
hzy46/Deep-Learning-21-Examples
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
lonePatient/BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
cslydia/BiFlaG
Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition
iofu728/PaperRead
📒Record some paper read notes
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.
chenlian-zhou/ALBERT_NER
liuhuanyong/MedicalNamedEntityRecognition
Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字向量的四层双向LSTM与CRF模型的网络.该项目提供了原始训练数据样本(一般醒目,出院情况,病史情况,病史特点,诊疗经过)与转换版本,训练脚本,预训练模型,可用于序列标注研究.把玩和PK使用.
jiesutd/LatticeLSTM
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
luopeixiang/named_entity_recognition
中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
qiufengyuyi/sequence_tagging
using bilstm-crf,bert and other methods to do sequence tagging task
wavewangyue/ner
命名实体识别实践与探索
ZhouNLP/tcnlp
Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
bojone/bert4keras
keras implement of transformers for humans
YangBin1729/nlp_notes
自然语言处理学习笔记:机器学习及深度学习原理和示例,基于 Tensorflow 和 PyTorch 框架,Transformer、BERT、ALBERT等最新预训练模型及源代码详解,及基于预训练模型进行各种自然语言处理任务。模型部署
Lizhen0628/text_classification
使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers,以及以transforemrs作为词嵌入模型,后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比
649453932/Bert-Chinese-Text-Classification-Pytorch
使用Bert,ERNIE,进行中文文本分类
649453932/Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
afshinea/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
fastai/fastbook
The fastai book, published as Jupyter Notebooks
fastai/fastai
The fastai deep learning library
keitakurita/Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
zhusleep/pytorch_chinese_lm_pretrain
pytorch中文语言模型预训练
brightmart/roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
DSKSD/DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.