Multi-passage BERT

Reported on 3 benchmarks across 2 tasks · 1 paper · 2 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 AnsweringonSearchQA
EM· 2019-08-22
65.1
best: 68 (Cluster-Former (#C=512))
SOTA
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering arXiv:1908.08167
Open-Domain Question AnsweringonSearchQA
EM· 2019-08-22
65.1
best: 68 (Cluster-Former (#C=512))
SOTA
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering arXiv:1908.08167
Question AnsweringonQuasart-T
EM· 2019-08-22
51.1
best: 54 (Cluster-Former (#C=512))
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering arXiv:1908.08167