SOTAVerified

Response Generation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–760 of 914 papers

TitleStatusHype
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection—0
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy—0
Open Domain Dialogue Generation with Latent Images—0
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks—0
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network—0
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation—0
Low-Resource Knowledge-Grounded Dialogue Generation—0
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models—0
Mask & Focus: Conversation Modelling by Learning Concepts—0
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
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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