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 751–775 of 914 papers

TitleStatusHype
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models—0
Mask & Focus: Conversation Modelling by Learning Concepts—0
Automating App Review Response GenerationCode1
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog—0
MALA: Cross-Domain Dialogue Generation with Action Learning—0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation—0
Relevance-Promoting Language Model for Short-Text Conversation—0
A Discrete CVAE for Response Generation on Short-Text Conversation—0
Generating Diverse Translation by Manipulating Multi-Head Attention—0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
Aging Memories Generate More Fluent Dialogue Responses with Memory Augmented Neural Networks—0
Guiding Variational Response Generator to Exploit Persona—0
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders—0
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework—0
Variational Hierarchical User-based Conversation ModelCode0
Hierarchy Response Learning for Neural Conversation Generation—0
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning—0
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots—0
Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations—0
Unsupervised Context Rewriting for Open Domain Conversation—0
Using a KG-Copy Network for Non-Goal Oriented DialoguesCode0
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent VariableCode0
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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