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lstm-crf-medical icon lstm-crf-medical

构建医疗实体识别的模型,包含词典和语料标注,基于python构建

macadam icon macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

macropodus icon 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)

matchsum icon matchsum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

mcmc-demo icon mcmc-demo

Interactive Markov-chain Monte Carlo javascript demo MCMC

models icon models

Models and examples built with TensorFlow

models-1 icon models-1

Pre-trained and Reproduced Deep Learning Models (『飞桨』官方模型库,包含多种学术前沿和工业场景验证的深度学习模型)

mqnlp icon mqnlp

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

multi-task-nlp icon multi-task-nlp

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

naruto-handsigndetection icon naruto-handsigndetection

物体検出を用いてNARUTOの印(子~亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、Tensorflow2 Object Detection APIを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use Tensorflow2 Object Detection API.)

ner icon ner

基于tensorflow深度学习的中文的命名实体识别

ner-chinese icon ner-chinese

Comparison of Chinese Named Entity Recognition Models between NeuroNER and BertNER

nerwhal icon nerwhal

This is a prototype of a multi-lingual suite for named-entity recognition in Python.

networkx icon networkx

Official NetworkX source code repository.

neuspell icon neuspell

NeuSpell: A Neural Spelling Correction Toolkit

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