|
CL-KL
|
Improving Named Entity Recognition by External Co…
|
60.45
|
2021-05-08
|
|
|
RoBERTa + SubRegWeigh (K-means)
|
SubRegWeigh: Effective and Efficient Annotation W…
|
60.29
|
2024-09-10
|
|
|
BERT-CRF (Replicated in AdaSeq)
|
Improving Named Entity Recognition by External Co…
|
59.69
|
2021-05-08
|
|
|
RoBERTa-BiLSTM-context
|
Supplementary Features of BiLSTM for Enhanced Seq…
|
59.61
|
2023-05-31
|
|
|
BERT + RegLER
|
Regularization for Long Named Entity Recognition
|
58.90
|
2021-04-15
|
|
|
TNER -xlm-r-large
|
T-NER: An All-Round Python Library for Transforme…
|
58.50
|
2022-09-09
|
|
|
HGN
|
Hero-Gang Neural Model For Named Entity Recogniti…
|
57.41
|
2022-05-15
|
|
|
ASA + RoBERTa
|
Adversarial Self-Attention for Language Understan…
|
57.30
|
2022-06-25
|
|
|
BERTweet
|
BERTweet: A pre-trained language model for Englis…
|
56.50
|
2020-05-20
|
|
|
MINER
|
MINER: Improving Out-of-Vocabulary Named Entity R…
|
54.86
|
2022-04-09
|
|
|
GoLLIE
|
GoLLIE: Annotation Guidelines improve Zero-Shot I…
|
54.30
|
2023-10-05
|
|
|
Truecase
|
Robust Named Entity Recognition with Truecasing P…
|
52.30
|
2019-12-15
|
|
|
AESINER
|
Improving Named Entity Recognition with Attentive…
|
50.68
|
2020-10-29
|
|
|
SA-NER
|
Named Entity Recognition for Social Media Texts w…
|
50.36
|
2020-10-29
|
|
|
CrossWeigh + Pooled Flair
|
CrossWeigh: Training Named Entity Tagger from Imp…
|
50.03
|
2019-09-03
|
|
|
ASA + BERT-base
|
Adversarial Self-Attention for Language Understan…
|
49.80
|
2022-06-25
|
|
|
Aguilar et al.
|
Modeling Noisiness to Recognize Named Entities us…
|
45.55
|
2019-06-10
|
|
|
Cross-BiLSTM-CNN
|
Why Attention? Analyze BiLSTM Deficiency and Its …
|
42.85
|
2019-08-29
|
|
|
BiLSTMCRFBP
|
Regularization for Long Named Entity Recognition
|
42.30
|
2021-04-15
|
|
|
UH-RiTUAL
|
A Multi-task Approach for Named Entity Recognitio…
|
41.86
|
2019-06-10
|
|