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 671–680 of 914 papers

TitleStatusHype
Benchmarking Automated Review Response Generation for the Hospitality Domain—0
Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling—0
Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog System—0
PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response GenerationCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Natural Language Response Generation from SQL with Generalization and Back-translation—0
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network—0
Consistent Response Generation with Controlled Specificity—0
TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process—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