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 481–490 of 914 papers

TitleStatusHype
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities—0
Unsupervised Slot Schema Induction for Task-oriented Dialog—0
Empathetic Response Generation with State ManagementCode0
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances—0
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation—0
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
Stylistic Response Generation by Controlling Personality Traits and IntentCode0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—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