Custom Legal-BERT

Reported on 5 benchmarks across 3 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Question AnsweringonCaseHOLD
Macro F1 (10-fold)· 2021-04-18
69.5
SOTA
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset arXiv:2104.08671
Text ClassificationonTerms of Service
F1(10-fold)· 2021-04-18
78.7
SOTA
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset arXiv:2104.08671
Text ClassificationonOverruling
F1(10-fold)· 2021-04-18
97.4
SOTA
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset arXiv:2104.08671

Methodology2 results

ClassificationonTerms of Service
F1(10-fold)· 2021-04-18
78.7
SOTA
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset arXiv:2104.08671
ClassificationonOverruling
F1(10-fold)· 2021-04-18
97.4
SOTA
When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset arXiv:2104.08671