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 131–140 of 914 papers

TitleStatusHype
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionCode1
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2Code1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsCode1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
Cue-word Driven Neural Response Generation with a Shrinking VocabularyCode1
Plug-and-Play Conversational ModelsCode1
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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