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Models/RoBERTa-Large + ICDA

RoBERTa-Large + ICDA

Reported on 11 benchmarks across 3 tasks · 1 paper · 11 SOTA

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

Natural Language Processing10 results

Intent DetectiononCLINC150 10-shot
Accuracy (%)· 2023-02-10
94.84
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononHWU64 10-shot
Accuracy (%)· 2023-02-10
87.41
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononHWU64
Accuracy (%)· 2023-02-10
92.57
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononBANKING77
Accuracy (%)· 2023-02-10
94.42
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononCLINC150
Accuracy (%)· 2023-02-10
97.12
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononHWU64 5-shot
Accuracy (%)· 2023-02-10
82.45
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononBANKING77 5-shot
Accuracy (%)· 2023-02-10
84.01
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononCLINC150 5-shot
Accuracy (%)· 2023-02-10
92.62
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Intent DetectiononBANKING77 10-shot
Accuracy (%)· 2023-02-10
89.79
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096
Text ClassificationonBANKING77
Accuracy· 2023-02-10
94.42
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096

Methodology1 result

ClassificationonBANKING77
Accuracy· 2023-02-10
94.42
SOTA
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information arXiv:2302.05096