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zcliang's Projects

faster-rcnn-pytorch icon faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。

flat-ner icon flat-ner

code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码,使得大家更容易复现这个代码。

graph_visit icon graph_visit

邻接矩阵、邻接表存储方式,深度、广度优先、最短路径(无weight)

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

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

kg-baseline-pytorch icon kg-baseline-pytorch

2019百度的关系抽取比赛,使用Pytorch实现苏神的模型,F1在dev集可达到0.75,联合关系抽取,Joint Relation Extraction.

kg-bert icon kg-bert

KG-BERT: BERT for Knowledge Graph Completion

kgqa_hlm icon kgqa_hlm

基于知识图谱的《红楼梦》人物关系可视化及问答系统

kgrobot icon kgrobot

基于知识图谱的智能问答机器人

knowledge-distillation-using-bert icon knowledge-distillation-using-bert

Using Google's pretrained language model, BERT, I aim to train a smaller bidirectional LSTM model with knowledge distillation. The kaggle dataset from Toxic Comment classification is used for this task.

kprn icon kprn

Reasoning Over Knowledge Graph Paths for Recommendation

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