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 401–410 of 914 papers

TitleStatusHype
Detecting Response Generation Not Requiring Factual Judgment—0
Detecting egregious responses in neural sequence-to-sequence models—0
Detecting Context Dependent Messages in a Conversational Environment—0
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care—0
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions—0
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes—0
Blind Spatial Impulse Response Generation from Separate Room- and Scene-Specific Information—0
Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements—0
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—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