OpenCodePapers

joint-entity-and-relation-extraction-on

Information ExtractionJoint Entity and Relation Extraction
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeRelation F1Entity F1RE+ Micro F1Cross SentenceModelNameReleaseDate
Packed Levitated Marker for Entity and Relation Extraction✓ Link53.269.941.6YesPL-Marker2021-09-13
A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction✓ Link52.4470.17TriMF2021-01-25
Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types✓ Link51.2570.53NoSpERT.PL (SciBERT)2021-09-30
Span-based Joint Entity and Relation Extraction with Transformer Pre-training✓ Link50.8470.3NoSpERT (with overlap)2019-09-17
A Frustratingly Easy Approach for Entity and Relation Extraction✓ Link50.168.936.7YesOurs: cross-sentence2020-10-24
Entity, Relation, and Event Extraction with Contextualized Span Representations✓ Link48.4067.50YesDyGIE++2019-09-08
A General Framework for Information Extraction using Dynamic Span Graphs✓ Link41.665.2YesDyGIE2019-04-05
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction✓ Link39.3064.20NoSciIE2018-08-29
Span-based Joint Entity and Relation Extraction with Transformer Pre-training✓ Link70.33NoSpERT2019-09-17
A Multi-Gate Encoder for Joint Entity and Relation Extraction68.439.4NoMGE
A Partition Filter Network for Joint Entity and Relation Extraction✓ Link66.838.4NoPFN2021-08-27
Check out how to contribute new results.