A sequence-routing capsule head over RoBERTa/BERT embeddings achieves strong relation extraction scores on TACRED, ReTACRED, TACRED-Rev, and Conll04, while the paper interprets the performance as evidence of re-representation and attributes Wikidata's lower score to label noise.
Hinton, Alex Krizhevsky, and Sida D
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Re-Representation in Sentential Relation Extraction with Sequence Routing Algorithm
A sequence-routing capsule head over RoBERTa/BERT embeddings achieves strong relation extraction scores on TACRED, ReTACRED, TACRED-Rev, and Conll04, while the paper interprets the performance as evidence of re-representation and attributes Wikidata's lower score to label noise.