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Codesota · Tasks · Relation ExtractionHome/Tasks/Knowledge Base/Relation Extraction

Relation Extraction.

Extracting relationships between entities from text.

1
Datasets
3
Results
f1
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

TACRED

Large supervised relation extraction dataset from TAC KBP, 106K examples covering 41 relation types. Standard sentence-level RE benchmark evaluated by Micro-F1 (excluding no_relation).

Primary metric: f1
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§ 03 · Top 10

Leading models.

Leading models on TACRED.

#Modelf1YearSource
LUKE72.72026paper ↗
2KEPLER71.72026paper ↗
3SpanBERT70.82026paper ↗

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§ 04 · All datasets

Tracked datasets.

1 dataset tracked for this task.

TACRED
CANONICAL
3 results · f1
Top: LUKE 72.7
§ 05 · Related tasks

Other tasks in Knowledge Base.

Entity LinkingKnowledge Graph Completion
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