OpenCodePapers

joint-entity-and-relation-extraction-on-8

Information ExtractionJoint Entity and Relation Extraction
Dataset Link
Results over time
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PaperCodeF1ModelNameReleaseDate
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models✓ Link72.3ReGen (Ours) T2G.CE2021-08-27
Knowledge Graph Generation From Text✓ Link72.3ReGen2022-11-18
Knowledge Graph Generation From Text✓ Link72.2Grapher (Text Nodes and Class Edges)2022-11-18
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models✓ Link72ReGen (Ours) T2G.RL2021-08-27
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models✓ Link68.9Amazon AI (Shanghai) (guo-etal-2020-2)2021-08-27
Knowledge Graph Generation From Text✓ Link68.9Amazon AI2022-11-18
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models✓ Link68.2bt5 (agarwal-etal-2020-machine)2021-08-27
Knowledge Graph Generation From Text✓ Link68.2BTS2022-11-18
Knowledge Graph Generation From Text✓ Link34.2CycleGT2022-11-18
Knowledge Graph Generation From Text✓ Link15.8Stanford OIE2022-11-18