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RANT: Please explain to me the difference between Relation Extraction and Relation Classification.
Aug. 9, 2022, 1:43 p.m. | /u/mingaflo
Natural Language Processing www.reddit.com
SemEval was one of the first papers to define **Relation Classification** as:
Given 2 entities and a sentence, predict the corresponding relation.
Then there is [this survey](https://www.cs.cmu.edu/~nbach/papers/A-survey-on-Relation-Extraction.pdf) about Relation Extraction which is quoted over 200 times and still does not manage to explain it (See formula (1)).
Then there are [SOTA papers](https://aclanthology.org/2021.findings-emnlp.204.pdf) which define Relation Extraction as: given a sentence, extract the Named Entities AND the Relation.
Seriously? …
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