Dialogue Generation on Douban (test)

0.1398BLEU-1

Ours

Updated 4d ago

Evaluation Results

Method
Ours 2022.05	0.1398	0.0516	0.0188	0.0074	0.4691	0.5091	0.6179
Ours (Hierarchical Contrastive Learning Framework) 2022.05	0.1398	0.0516	0.0188	0.0074	0.4691	0.5091	0.6179
T5-CLAPS 2022.05	0.1162	0.0413	0.0165	0.0062	0.4667	0.5071	0.6159
T5-CLAPS 2022.05	0.1162	0.0413	0.0165	0.0062	0.4667	0.5071	0.6159
T5 2022.05	0.1007	0.0379	0.014	0.0057	0.4659	0.5056	0.6147
T5 2022.05	0.1007	0.0379	0.014	0.0057	0.4659	0.5056	0.6147
Dialo-gpt 2022.05	0.0953	0.0363	0.0136	0.0057	0.4633	0.4997	0.6108
DialoGPT 2022.05	0.0953	0.0363	0.0136	0.0057	0.4633	0.4997	0.6108
Seq2Seq-DU 2022.05	0.0887	0.0333	0.0123	0.005	0.4591	0.4972	0.6083
Seq2Seq-DU 2022.05	0.0887	0.0333	0.0123	0.005	0.4591	0.4972	0.6083
BERT-GEN 2022.05	0.0823	0.0314	0.0119	0.005	0.463	0.5001	0.6095
BERT-GEN 2022.05	0.0823	0.0314	0.0119	0.005	0.463	0.5001	0.6095
CVAE 2022.05	0.064	0.0259	0.0102	0.0047	0.4473	0.4814	0.6006
CVAE 2022.05	0.064	0.0259	0.0102	0.0047	0.4473	0.4814	0.6006
Group-wise 2022.05	0.0581	0.0239	0.0101	0.0053	0.4489	0.4903	0.6002
Group-wise 2022.05	0.0581	0.0239	0.0101	0.0053	0.4489	0.4903	0.6002
Seq2Seq 2022.05	0.0542	0.0218	0.0086	0.0039	0.4388	0.4802	0.596
Seq2Seq 2022.05	0.0542	0.0218	0.0086	0.0039	0.4388	0.4802	0.596
Transformer 2022.05	0.0531	0.021	0.0081	0.0036	0.4401	0.4807	0.5989
Transformer 2022.05	0.0531	0.021	0.0081	0.0036	0.4401	0.4807	0.5989