ChatEA_大模型用于知识图谱-实体对齐
2024-04-01 17:23:27 5 举报
大模型用于知识图谱-实体对齐的案例——ChatEA框架:①克服输入KG数据的限制,②克服EA过度依赖实体嵌入比较、改善推理透明度。
作者其他创作
大纲/内容
KG1
George H.W.Bush
george _h._w._bush
A comparison of previous EA and ChatEA
输入
ChatEA
Two-stage EA Strategy
Candidate Collecting
whether results are satisfactory?
whether e1 and e2 are align?
Entity Embedding
KG2
span style=\
George H.W.Bush
Rethinking
参考span style=\"font-size:16px; font-family:Arial; color:#bfbfbf; letter-spacing:0px;\
结果
Reasoning
KG-CodeTranslation
Previous EA Methods
class Entity( ): def __init__(...): ... # Interpret KG def get_descriptionspan style=\"font-size:17px; font-family:Microsoft YaHei; color:#204f7a; letter-spacing:0px;\
KnowledgeRepresentation Learning
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