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Text Classification
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F1(10-fold)
95.8
96.2
96.6
97
97.4
2021-04
2026-11
Custom Legal-BERT — 97.4 (2021-04-18)
Legal-BERT — 96.3 (2021-04-18)
BERT — 95.8 (2021-04-18)
Custom Legal-BERT — 97.4 (2021-04-18)
Legal-BERT — 96.3 (2021-04-18)
BERT — 95.8 (2021-04-18)
Custom Legal-BERT — 97.4 (2021-04-18)
2021-04-18 — Custom Legal-BERT: F1(10-fold) 97.4
Rank
Model
F1(10-fold)
Paper
Code
Year
1
Custom Legal-BERT
97.4
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
2
Legal-BERT
96.3
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
3
BERT
95.8
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
4
Custom Legal-BERT
97.4
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
5
Legal-BERT
96.3
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
6
BERT
95.8
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
reglab/casehold
·
trusthlt/privacy-legal-nlp-lm
2021
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