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 631640 of 914 papers

TitleStatusHype
Know Deeper: Knowledge-Conversation Cyclic Utilization Mechanism for Open-domain Dialogue Generation0
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems0
Knowledge-enhanced Memory Model for Emotional Support Conversation0
Knowledge Graph is in Rescue: Task Oriented Dialogue System for Response Generation without NLU and DM0
Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection0
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model0
KPT: Keyword-guided Pre-training for Grounded Dialog Generation0
Language Model Detoxification in Dialogue with Contextualized Stance Control0
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue0
Latent Topic Conversational Models0
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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