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 626–650 of 914 papers

TitleStatusHype
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition—0
Entity Resolution in Open-domain Conversations—0
Personalized Response Generation via Generative Split Memory NetworkCode1
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training—0
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation—0
Semantic Representation for Dialogue ModelingCode1
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation—0
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
KECRS: Towards Knowledge-Enriched Conversational Recommendation System—0
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Empathetic Dialog Generation with Fine-Grained IntentsCode0
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
Semi-Supervised Variational Reasoning for Medical Dialogue GenerationCode1
A Unified Pre-training Framework for Conversational AI—0
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