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 871–880 of 914 papers

TitleStatusHype
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization—0
Mix-Initiative Response Generation with Dynamic Prefix Tuning—0
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models—0
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders—0
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation—0
Modulating Language Models with Emotions—0
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space—0
MuDoC: An Interactive Multimodal Document-grounded Conversational AI System—0
Multi-Armed Bandits Meet Large Language Models—0
Multi-aspect Depression Severity Assessment via Inductive Dialogue System—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