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 661–670 of 914 papers

TitleStatusHype
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts—0
Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionCode1
AffectON: Incorporating Affect Into Dialog Generation—0
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2Code1
Data-Efficient Methods for Dialogue Systems—0
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
Listener’s Social Identity Matters in Personalised Response Generation—0
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialog Systems—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