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 641–650 of 914 papers

TitleStatusHype
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Focused Attention Improves Document-Grounded GenerationCode1
Auto Response Generation in Online Medical Chat Services—0
Probing Commonsense Explanation in Dialogue Response Generation—0
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems—0
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation—0
Conversational Semantic Role Labeling—0
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation—0
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models—0
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained TransformersCode1
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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