alibaba / alibaba/euler

GraphSage在无监督情况下use_id的emb拼接作为feature效果会好吗?

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Description

请问NN类归纳学习,拼接id的emb的物理意义是啥?

直接学习feature的归纳表达 作为节点的emb 和 学习feature + emb(id) 的归纳表达,作为节点的emb .

区别是啥,后者会效果好些吗?

另外对于后者这种,破坏了归纳学习的特点,变成了直推学习

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Research direction

The issue names GraphSage and use_id but does not identify any files, tests, or entry points. Start by locating the implementation and documentation for use_id, then clarify the intended comparison between feature-only and feature-plus-ID embeddings and how inductive behavior should be evaluated.

Written by the indexing model from the issue text.

Assessment

Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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