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 511–520 of 914 papers

TitleStatusHype
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems—0
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes—0
Towards Robust Online Dialogue Response Generation—0
Controlling the Focus of Pretrained Language Generation ModelsCode0
Structure Extraction in Task-Oriented Dialogues with Slot ClusteringCode1
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
Improving Contextual Coherence in Variational Personalized and Empathetic Dialogue Agents—0
Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation—0
A Survey on Retrieval-Augmented Text 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