The dataset for path conflict detection (TBD manuscript)

Citation Author(s):
Yihan
Wang
University of Science and Technology of China
Submitted by:
Yihan Wang
Last updated:
Thu, 01/23/2025 - 00:41
DOI:
10.21227/n51j-wf68
License:
Creative Commons Attribution
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Categories:
Artificial Intelligence
Keywords:
Ring; Pattern; Semantic Conflict
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Abstract 

This dataset is a dedicated dataset built by standard datasets such as YAGO3-10, NELL-995, and WN18RR for detecting conflicts at path granularities in knowledge graphs. Each data set contains an error triple with a path of the format "entity relation entity relation... label", a label of 1 indicates that the path contains no erroneous triples, and a label of -1 indicates that the path contains erroneous triples.

Instructions: 

This dataset is a dedicated dataset built by standard datasets such as YAGO3-10, NELL-995, and WN18RR for detecting conflicts at path granularities in knowledge graphs. Each data set contains an error triple with a path of the format "entity relation entity relation... label", a label of 1 indicates that the path contains no erroneous triples, and a label of -1 indicates that the path contains erroneous triples.

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