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 631–640 of 914 papers

TitleStatusHype
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation—0
Semantic Representation for Dialogue ModelingCode1
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation—0
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
KECRS: Towards Knowledge-Enriched Conversational Recommendation System—0
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Empathetic Dialog Generation with Fine-Grained IntentsCode0
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
Semi-Supervised Variational Reasoning for Medical Dialogue GenerationCode1
A Unified Pre-training Framework for Conversational AI—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