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Models/MrRNN Act.-Ent.

MrRNN Act.-Ent.

Reported on 36 benchmarks across 4 tasks · 1 paper · 36 SOTA

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

Speech9 results

DialogueonUbuntu Dialogue (Activity)
F1· 2016-06-02
11.43
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonUbuntu Dialogue (Activity)
Precision· 2016-06-02
16.84
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonUbuntu Dialogue (Activity)
Recall· 2016-06-02
9.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonUbuntu Dialogue (Entity)
F1· 2016-06-02
3.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonUbuntu Dialogue (Entity)
Precision· 2016-06-02
4.91
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonUbuntu Dialogue (Entity)
Recall· 2016-06-02
3.36
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonTwitter Dialogue (Noun)
F1· 2016-06-02
4.63
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonTwitter Dialogue (Noun)
Precision· 2016-06-02
4.82
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
DialogueonTwitter Dialogue (Noun)
Recall· 2016-06-02
5.22
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776

Adversarial9 results

Text GenerationonUbuntu Dialogue (Activity)
F1· 2016-06-02
11.43
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonUbuntu Dialogue (Activity)
Precision· 2016-06-02
16.84
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonUbuntu Dialogue (Activity)
Recall· 2016-06-02
9.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonUbuntu Dialogue (Entity)
F1· 2016-06-02
3.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonUbuntu Dialogue (Entity)
Precision· 2016-06-02
4.91
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonUbuntu Dialogue (Entity)
Recall· 2016-06-02
3.36
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonTwitter Dialogue (Noun)
F1· 2016-06-02
4.63
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonTwitter Dialogue (Noun)
Precision· 2016-06-02
4.82
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Text GenerationonTwitter Dialogue (Noun)
Recall· 2016-06-02
5.22
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776

Methodology9 results

ChatbotonUbuntu Dialogue (Activity)
F1· 2016-06-02
11.43
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonUbuntu Dialogue (Activity)
Precision· 2016-06-02
16.84
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonUbuntu Dialogue (Activity)
Recall· 2016-06-02
9.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonUbuntu Dialogue (Entity)
F1· 2016-06-02
3.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonUbuntu Dialogue (Entity)
Precision· 2016-06-02
4.91
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonUbuntu Dialogue (Entity)
Recall· 2016-06-02
3.36
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonTwitter Dialogue (Noun)
F1· 2016-06-02
4.63
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonTwitter Dialogue (Noun)
Precision· 2016-06-02
4.82
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
ChatbotonTwitter Dialogue (Noun)
Recall· 2016-06-02
5.22
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776

Natural Language Processing9 results

Dialogue GenerationonUbuntu Dialogue (Activity)
F1· 2016-06-02
11.43
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonUbuntu Dialogue (Activity)
Precision· 2016-06-02
16.84
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonUbuntu Dialogue (Activity)
Recall· 2016-06-02
9.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonUbuntu Dialogue (Entity)
F1· 2016-06-02
3.72
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonUbuntu Dialogue (Entity)
Precision· 2016-06-02
4.91
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonUbuntu Dialogue (Entity)
Recall· 2016-06-02
3.36
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonTwitter Dialogue (Noun)
F1· 2016-06-02
4.63
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonTwitter Dialogue (Noun)
Precision· 2016-06-02
4.82
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776
Dialogue GenerationonTwitter Dialogue (Noun)
Recall· 2016-06-02
5.22
SOTA
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation arXiv:1606.00776