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 711–720 of 914 papers

TitleStatusHype
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning—0
Neural MultiVoice Models for Expressing Novel Personalities in Dialog—0
Neural Personalized Response Generation as Domain Adaptation—0
Neural Response Generation for Customer Service based on Personality Traits—0
Neural Response Generation via GAN with an Approximate Embedding Layer—0
Neural Response Generation with Dynamic Vocabularies—0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Paraphrase Augmented Task-Oriented Dialog GenerationCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response GenerationCode0
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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