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
Response Generation with Context-Aware Prompt Learning—0
Adaptive Bridge between Training and Inference for Dialogue Generation—0
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations—0
Dialogue Response Generation via Contrastive Latent Representation Learning—0
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling—0
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation—0
Speculative Sampling in Variational Autoencoders for Dialogue Response GenerationCode0
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk—0
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
An Approach to Inference-Driven Dialogue Management within a Social Chatbot—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