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Unconditional Text Generation on EMNLP 2017 WMT News

36.11Perplexity

DM-LSTM

Updated 4d ago

Evaluation Results

Method	Links
DM-LSTM 2022.03		36.11
DM-GPT-2 2022.03		36.41
ON-LSTM 2022.03		37.46
DM-Transformer 2022.03		37.74
AWD-LSTM 2022.03		37.97
DM-LSTM 2022.03		39.53
DM-Transformer 2022.03		40.75
DM-GPT-2 2022.03		40.99
GPT-2 2022.03		41.19
PRPN 2022.03		41.48
DM-GPT-2 2022.03		41.75
AWD-LSTM 2022.03		41.8
ON-LSTM 2022.03		42.98
DM-Transformer 2022.03		43.25
GPT-2 2022.03		44.05
Transformer 2022.03		45.37
PRPN 2022.03		45.77
ON-LSTM 2022.03		46.16
DM-GPT-2 2022.03		46.18
Transformer 2022.03		46.36
DM-LSTM 2022.03		47.67
GPT-2 2022.03		47.86
AWD-LSTM 2022.03		48.74
DM-Transformer 2022.03		49.92
Transformer 2022.03		50.9
GPT-2 2022.03		53.97
DM-LSTM 2022.03		55.3
PRPN 2022.03		55.32
DM-GPT-2 2022.03		55.36
ON-LSTM 2022.03		56.69
AWD-LSTM 2022.03		57.45
Transformer 2022.03		60.27
DM-Transformer 2022.03		60.28
GPT-2 2022.03		63.18
PRPN 2022.03		64.23
DM-GPT-2 2022.03		67.97
DM-LSTM 2022.03		69.38
Transformer 2022.03		70.74
AWD-LSTM 2022.03		71.77
ON-LSTM 2022.03		72.36
DM-Transformer 2022.03		76.77
GPT-2 2022.03		81.45
PRPN 2022.03		83.98
Transformer 2022.03		91.65
DM-GPT-2 2022.03		92.22
AWD-LSTM 2022.03		94.22
DM-LSTM 2022.03		95.95
ON-LSTM 2022.03		98.06
DM-Transformer 2022.03		104.03
PRPN 2022.03		109.3
GPT-2 2022.03		112.81
Transformer 2022.03		125.46
DM-LSTM 2022.03		136.98
AWD-LSTM 2022.03		146.4
ON-LSTM 2022.03		152.6
DM-GPT-2 2022.03		152.98
PRPN 2022.03		172.09
DM-Transformer 2022.03		182.29
GPT-2 2022.03		192.1
Transformer 2022.03		222.27
DM-LSTM 2022.03		256.51
ON-LSTM 2022.03		274.43
AWD-LSTM 2022.03		289.13
PRPN 2022.03		302.57