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 681–690 of 914 papers

TitleStatusHype
PALM: Pre-training an Autoencoding\&Autoregressive Language Model for Context-conditioned Generation—0
Listener's Social Identity Matters in Personalised Response Generation—0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Open-Domain Dialogue Generation Based on Pre-trained Language Models—0
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsCode1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
Decoding Methods for Neural Narrative GenerationCode0
Meta-Context Transformers for Domain-Specific Response GenerationCode0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems—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