SOTAVerified

Response Generation

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

Papers

Showing 741750 of 914 papers

TitleStatusHype
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationCode1
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection0
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy0
Open Domain Dialogue Generation with Latent Images0
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks0
Variational Transformers for Diverse Response GenerationCode1
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network0
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation0
Low-Resource Knowledge-Grounded Dialogue Generation0
Non-Autoregressive Dialog State TrackingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified