SOTAVerified

Response Generation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 211–220 of 914 papers

TitleStatusHype
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization—0
Benchmarking Automated Review Response Generation for the Hospitality Domain—0
Deep Conversational Recommender in Travel—0
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks—0
Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements—0
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes—0
An Emotion-controlled Dialog Response Generation Model with Dynamic Vocabulary—0
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models—0
Beam Search with Bidirectional Strategies for Neural 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