SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 571580 of 914 papers

TitleStatusHype
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model0
Toward Knowledge-Enriched Conversational Recommendation Systems0
Mitigating Contradictions in Dialogue Based on Contrastive Learning0
Stylistic Response Generation by Controlling Personality Traits and IntentCode0
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation0
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout0
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues0
CueBot: Cue-Controlled Response Generation for Assistive Interaction Usages0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified