Named Entity Recognition (NER) on CoNLL 2002 (Spanish)

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	ACE + document-context	95.9	No	Automated Concatenation of Embeddings for Struct...	2020-10-10	Code
2	ACE	91.7	No	Automated Concatenation of Embeddings for Struct...	2020-10-10	Code
3	Biaffine-NER	90.3	No	Named Entity Recognition as Dependency Parsing	2020-05-14	Code
4	FLERT XLM-R	90.14	No	FLERT: Document-Level Features for Named Entity ...	2020-11-13	Code
5	Straková et al., 2019	88.8	No	Neural Architectures for Nested NER through Line...	2019-08-19	Code
6	Cross-sentence context (CMV)	88.32	No	Exploring Cross-sentence Contexts for Named Enti...	2020-06-02	Code

#1ACE + document-contextSOTA
95.9
F1· 2020-10-10
Automated Concatenation of Embeddings for Structured Prediction Code
#2ACE
91.7
F1· 2020-10-10
Automated Concatenation of Embeddings for Structured Prediction Code
#3Biaffine-NERSOTA
90.3
F1· 2020-05-14
Named Entity Recognition as Dependency Parsing Code
#4FLERT XLM-R
90.14
F1· 2020-11-13
FLERT: Document-Level Features for Named Entity Recognition Code
#5Straková et al., 2019SOTA
88.8
F1· 2019-08-19
Neural Architectures for Nested NER through Linearization Code
#6Cross-sentence context (CMV)
88.32
F1· 2020-06-02
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT Code