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Anita Reid's Projects

importanteventextractor icon importanteventextractor

An exploration for Eventline (important news Rank organized by pulic time),针对某一事件话题下的新闻报道集合,通过使用docrank算法,对新闻报道进行重要性识别,并通过新闻报道时间挑选出时间线上重要新闻。

introduction-nlp icon introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

k-bert icon k-bert

Source code of K-BERT (AAAI2020)

kalidokit icon kalidokit

Blendshape and kinematics solver for Mediapipe/Tensorflow.js face, eyes, pose, and hand tracking models.

kashgari icon kashgari

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

kbqa icon kbqa

基于知识库的问答:seq2seq模型实践

kbqa-bert icon kbqa-bert

基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式

keras-bert-kbqa icon keras-bert-kbqa

Keras solution of simple Knowledge-Based QA task with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

keras-bert-ner icon keras-bert-ner

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

keras-bert-ner-light icon keras-bert-ner-light

Light Version of Keras-Bert-Ner, the Pretrained Language Model is now used as a common feature extractor via bert_encode_server with fixed weights.

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-textclassification icon keras-textclassification

中文长文本分类、短句子分类(Chinese Text Classification of Keras NLP, 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, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

keras-unet-deploy icon keras-unet-deploy

Train and test Unet in keras, deploy in openvino (c++), add pybind11 binding (for Python).

keyinfoextraction icon keyinfoextraction

Self complemented Key infomation extraction including keywords, abstract from text using algorithm like textrank ,tfidf 基于Textrank算法的文本摘要抽取与关键词抽取,基于TFIDF算法的关键词抽取

keyword_extraction icon keyword_extraction

利用Python实现中文文本关键词抽取,分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

kg-2019 icon kg-2019

2019年百度的三元组抽取比赛,“科学空间队”源码

knowledgegraph icon knowledgegraph

史上最大规模1.4亿知识图谱数据免费下载,知识图谱,通用知识图谱,融合了两千五百多万的实体,拥有亿级别的实体属性关系。

krlpapers icon krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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