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Geraldine
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hal_univcotedazur_shs_articles_2013-2023

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Feature Extraction

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Geraldine commited on 14 days ago

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@@ -18,7 +18,7 @@ The parameters passed in the url request are :
 - fq=publicationDateY_i:[2013%20TO%202023]
 - fl=halId_s,doiId_s,uri_s,title_s,subTitle_s,authFullName_s,producedDate_s,journalTitle_s,journalPublisher_s,abstract_s,fr_keyword_s,openAccess_bool,submitType_s
-The combined column conatins a concatenation of the textual contents of the three columns : title_s, subTitle_s and abstract_s.
 The embeddings corpus hal_embeddings.pkl stores the embeddings of the "combined" column values converted in vectors with the sentence-transformers/all-MiniLM-L6-v2 embeddings model.
 Furthermore, all the dataset (except the "abstract" and "combined" columns) has been converted in a Knowledge Graph and stored in a Neo4j Graph store which persists texts and embeddings.

 - fq=publicationDateY_i:[2013%20TO%202023]
 - fl=halId_s,doiId_s,uri_s,title_s,subTitle_s,authFullName_s,producedDate_s,journalTitle_s,journalPublisher_s,abstract_s,fr_keyword_s,openAccess_bool,submitType_s
+The combined column contains a concatenation of the textual contents of these three columns : title_s, subTitle_s and abstract_s.
 The embeddings corpus hal_embeddings.pkl stores the embeddings of the "combined" column values converted in vectors with the sentence-transformers/all-MiniLM-L6-v2 embeddings model.
 Furthermore, all the dataset (except the "abstract" and "combined" columns) has been converted in a Knowledge Graph and stored in a Neo4j Graph store which persists texts and embeddings.