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yanglijia's Projects

attention_in_graph icon attention_in_graph

attention mechanism for graph classification, significant sub-graph mining, graph disstillation

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

chinese-bert-wwm icon chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

gspan icon gspan

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

hetsann icon hetsann

Source Codes of HetSANN in the AAAI'20 paper: An Attention-based Graph Nerual Network for Heterogeneous Structural Learning.

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

knowledgedistillation icon knowledgedistillation

Knowledge distillation in text classification with pytorch. 知识蒸馏,中文文本分类,教师模型BERT、XLNET,学生模型biLSTM。

peregrine icon peregrine

Peregrine: A Pattern-Aware Graph Mining System

rpje icon rpje

AAAI 2020: Rule-Guided Compositional Representation Learning on Knowledge Graphs

xmind icon xmind

The most popular mind mapping software

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