Event Extraction on ACE2005

Metric: Trigger Cl (higher is better)

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#	Model↕	Trigger Cl▼	Extra Data	Paper	Date↕	Code
1	Text2Event - T5-large	71.9	No	Text2Event: Controllable Sequence-to-Structure G...	2021-06-17	Code
2	DeepStruct multi-task w/ finetune	69.8	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
3	DeepStruct multi-task	69.2	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
4	Text2Event - T5-base	69.2	No	Text2Event: Controllable Sequence-to-Structure G...	2021-06-17	Code

#1Text2Event - T5-largeSOTA
71.9
Trigger Cl· 2021-06-17
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Code
#2DeepStruct multi-task w/ finetune
69.8
Trigger Cl· 2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction Code
#3DeepStruct multi-task
69.2
Trigger Cl· 2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction Code
#4Text2Event - T5-base
69.2
Trigger Cl· 2021-06-17
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Code