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 411–420 of 914 papers

TitleStatusHype
AffectON: Incorporating Affect Into Dialog Generation—0
Deep Conversational Recommender in Travel—0
Deep Active Learning for Dialogue Generation—0
DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models—0
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation—0
DecIF: Improving Instruction-Following through Meta-Decomposition—0
Inducing Global and Local Knowledge Attention in Multi-turn Dialog Understanding—0
Incorporating Relevant Knowledge in Context Modeling and Response Generation—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