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 791–800 of 914 papers

TitleStatusHype
Relevant and Informative Response Generation using Pointwise Mutual Information—0
CAiRE: An Empathetic Neural ChatbotCode0
ROAM: Recurrently Optimizing Tracking Model—0
DLGNet: A Transformer-based Model for Dialogue Response Generation—0
Effective Incorporation of Speaker Information in Utterance Encoding in Dialog—0
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue GenerationCode0
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes—0
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsCode0
A Working Memory Model for Task-oriented Dialog Response Generation—0
Learning to Abstract for Memory-augmented Conversational Response GenerationCode0
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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