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 701–710 of 914 papers

TitleStatusHype
AffectON: Incorporating Affect Into Dialog Generation—0
Data-Efficient Methods for Dialogue Systems—0
Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling—0
PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response GenerationCode0
Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog System—0
Benchmarking Automated Review Response Generation for the Hospitality Domain—0
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialog Systems—0
Listener’s Social Identity Matters in Personalised Response Generation—0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Consistent Response Generation with Controlled Specificity—0
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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