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 151–160 of 914 papers

TitleStatusHype
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
Non-Autoregressive Dialog State TrackingCode1
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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