asirgogogo / WhoIsWho-IND-KDD-2024-rank6

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WhoIsWho-IND-KDD-2024-rank6

Reproduction Instructions

Run ipynb 01-10 in sequence or train sh

Method overview

01 get text(title,abstract,keyword,venue) embedding from tfidf,word2vec,chatglm3 and bge-m3

02 For each autherID, calculate the similarity between each pid and other pids

03 Extract strongly correlated information (co author, co-org, co-keyword...)

04 tree model

05 gnn model and post-processs

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