CharacterBERT (base, medical, ensemble)

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

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

Medical1 result

Language ModellingonClinicalSTS
Pearson Correlation· 2020-10-20
85.62
SOTA
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters arXiv:2010.10392

Natural Language Processing1 result

Sentence Pair ModelingonClinicalSTS
Pearson Correlation· 2020-10-20
85.62
SOTA
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters arXiv:2010.10392

Methodology1 result

Semantic SimilarityonClinicalSTS
Pearson Correlation· 2020-10-20
85.62
SOTA
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters arXiv:2010.10392