SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 821–830 of 914 papers

TitleStatusHype
Condition-Transforming Variational AutoEncoder for Conversation Response Generation—0
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL VanishingCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model—0
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer—0
Natural Language Generation at Scale: A Case Study for Open Domain Question Answering—0
Consistent Dialogue Generation with Self-supervised Feature LearningCode0
Negative Training for Neural Dialogue Response GenerationCode0
Jointly Optimizing Diversity and Relevance in Neural Response Generation—0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified