|
SP
|
Relation Classification as Two-way Span-Prediction
|
91.90
|
2020-10-09
|
|
|
REDN
|
Downstream Model Design of Pre-trained Language M…
|
91.00
|
2020-04-08
|
|
|
SPOT
|
SPOT: Knowledge-Enhanced Language Representations…
|
90.60
|
2022-08-20
|
|
|
KLG
|
Reviewing Labels: Label Graph Network with Top-k …
|
90.50
|
2022-12-29
|
|
|
RELA
|
Sequence Generation with Label Augmentation for R…
|
90.40
|
2022-12-29
|
|
|
Skeleton-Aware BERT
|
Enhancing Relation Extraction Using Syntactic Ind…
|
90.36
|
2019-12-04
|
|
|
KnowPrompt
|
KnowPrompt: Knowledge-aware Prompt-tuning with Sy…
|
90.30
|
2021-04-15
|
|
|
LUKE
|
SPOT: Knowledge-Enhanced Language Representations…
|
90.30
|
2022-08-20
|
|
|
BERTEM+MTB
|
Matching the Blanks: Distributional Similarity fo…
|
89.50
|
2019-06-07
|
|
|
BERT
|
SPOT: Knowledge-Enhanced Language Representations…
|
89.40
|
2022-08-20
|
|
|
R-BERT
|
Enriching Pre-trained Language Model with Entity …
|
89.25
|
2019-05-20
|
|
|
CorefBERT
|
SPOT: Knowledge-Enhanced Language Representations…
|
89.20
|
2022-08-20
|
|
|
KnowBert-W+W
|
Knowledge Enhanced Contextual Word Representations
|
89.10
|
2019-09-09
|
|
|
KnowBERT
|
SPOT: Knowledge-Enhanced Language Representations…
|
89.10
|
2022-08-20
|
|
|
Entity-Aware BERT
|
Extracting Multiple-Relations in One-Pass with Pr…
|
89.00
|
2019-02-04
|
|
|
SpanBERT
|
SPOT: Knowledge-Enhanced Language Representations…
|
88.80
|
2022-08-20
|
|
|
RoBERTa
|
SPOT: Knowledge-Enhanced Language Representations…
|
88.70
|
2022-08-20
|
|
|
SpanRel
|
Generalizing Natural Language Analysis through Sp…
|
87.40
|
2019-11-10
|
|
|
TRE
|
Improving Relation Extraction by Pre-trained Lang…
|
87.10
|
2019-06-07
|
|
|
Entity Attention Bi-LSTM
|
Semantic Relation Classification via Bidirectiona…
|
85.20
|
2019-01-23
|
|
|
CR-CNN
|
Classifying Relations by Ranking with Convolution…
|
84.10
|
2015-04-24
|
|
|
TRE
|
Improving Relation Extraction by Pre-trained Lang…
|
|
2019-06-07
|
|