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Prompted Sentiment Controlled Generation on Sentiment Controlled Generation Prompts
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264.1
GPT-2 Score
Mix and Match LM
19.596
83.073
146.55
210.027
Mar 24, 2022
GPT-2 Score
BERT Score
Internal Classifier Accuracy
External Classifier Accuracy
Human Preference
Updated 4d ago
Evaluation Results
Method
Method
Links
GPT-2 Score
BERT Score
Internal Classifier Accuracy
External Classifier Accuracy
Human Preference
Mix and Match LM
Length=12
2022.03
264.1
-160.4
94.3
65.1
71.1
Mix and Match LM
Length=20
2022.03
167.2
-271
96.3
65.9
62.9
Mix and Match LM
Length=50
2022.03
122.3
-692.3
93.8
68.6
46.7
PPLM
Length=12
2022.03
113.1
-137.1
71.7
58
29.9
PPLM
Length=20
2022.03
61.1
-237.1
74.5
57.6
37.1
PPLM
Length=50
2022.03
29
-606.1
73.6
60.7
53.3
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