Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/EXAM

EXAM

Reported on 8 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Natural Language Processing5 results

Sentiment AnalysisonAmazon Review Polarity
Accuracy· 2018-11-23
95.5
best: 97.37 (BERT large)
SOTA
Explicit Interaction Model towards Text Classification arXiv:1811.09386
Sentiment AnalysisonAmazon Review Full
Accuracy· 2018-11-23
61.9
best: 65.83 (BERT large)
SOTA
Explicit Interaction Model towards Text Classification arXiv:1811.09386
Text ClassificationonYahoo! Answers
Accuracy· 2018-11-23
74.8
best: 77.62 (BERT-ITPT-FiT)
SOTA
Explicit Interaction Model towards Text Classification arXiv:1811.09386
Text ClassificationonDBpedia
Error· 2018-11-23
1
best: 0.62 (XLNet)
Explicit Interaction Model towards Text Classification arXiv:1811.09386
Text ClassificationonAG News
Error· 2018-11-23
7
best: 4.45 (XLNet)
Explicit Interaction Model towards Text Classification arXiv:1811.09386

Methodology3 results

ClassificationonYahoo! Answers
Accuracy· 2018-11-23
74.8
best: 77.62 (BERT-ITPT-FiT)
SOTA
Explicit Interaction Model towards Text Classification arXiv:1811.09386
ClassificationonDBpedia
Error· 2018-11-23
1
best: 0.62 (XLNet)
Explicit Interaction Model towards Text Classification arXiv:1811.09386
ClassificationonAG News
Error· 2018-11-23
7
best: 4.45 (XLNet)
Explicit Interaction Model towards Text Classification arXiv:1811.09386