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agriculture-knowledgegraph-data

对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本

awesome-knowledge-graph

A collection of knowledge graph papers and reading notes.

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

ieajke

Code and data for our paper "Iterative Entity Alignment via Joint Knowledge Embeddings"

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）

ner

BiLSTM-ELMo-CNN-CRF for CoNLL 2003

nlp-journey

nlp相关的一些论文及代码, 包括LDA主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成、文本相似性(Text Similarity)计算等，基于keras和tensorflow

transe

transe-1

TransE方法的Python实现，解释SGD中TransE的向量更新