|
DeepStruct multi-task w/ finetune
|
DeepStruct: Pretraining of Language Models for St…
|
76.80
|
2022-05-21
|
|
|
DeepEx (zero-shot top-10)
|
Zero-Shot Information Extraction as a Unified Tex…
|
76.40
|
2021-09-23
|
|
|
DeepStruct multi-task
|
DeepStruct: Pretraining of Language Models for St…
|
74.90
|
2022-05-21
|
|
|
LUKE 483M
|
LUKE: Deep Contextualized Entity Representations …
|
72.70
|
2020-10-02
|
|
|
K-Adapter
|
K-Adapter: Infusing Knowledge into Pre-Trained Mo…
|
72.00
|
2020-02-05
|
|
|
TANL
|
Structured Prediction as Translation between Augm…
|
71.90
|
2021-01-14
|
|
|
KEPLER
|
KEPLER: A Unified Model for Knowledge Embedding a…
|
71.70
|
2019-11-13
|
|
|
MTB Baldini Soares et al. (2019)
|
Matching the Blanks: Distributional Similarity fo…
|
71.50
|
2019-06-07
|
|
|
KnowBERT
|
Knowledge Enhanced Contextual Word Representations
|
71.50
|
2019-09-09
|
|
|
RoBERTa
|
K-Adapter: Infusing Knowledge into Pre-Trained Mo…
|
71.30
|
2020-02-05
|
|
|
SpanBERT
|
SpanBERT: Improving Pre-training by Representing …
|
70.80
|
2019-07-24
|
|
|
ERNIE
|
ERNIE: Enhanced Language Representation with Info…
|
68.00
|
2019-05-17
|
|
|
C-GCN
|
Graph Convolution over Pruned Dependency Trees Im…
|
66.40
|
2018-09-26
|
|
|
BERT
|
ERNIE: Enhanced Language Representation with Info…
|
66.00
|
2019-05-17
|
|
|
TANL (multi-task)
|
Structured Prediction as Translation between Augm…
|
61.90
|
2021-01-14
|
|
|
DeepEx (zero-shot top-1)
|
Zero-Shot Information Extraction as a Unified Tex…
|
49.20
|
2021-09-23
|
|
|
Deepstruct zero-shot
|
DeepStruct: Pretraining of Language Models for St…
|
36.10
|
2022-05-21
|
|