SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 876–900 of 914 papers

TitleStatusHype
Group Linguistic Bias Aware Neural Response Generation—0
Neural Response Generation with Dynamic Vocabularies—0
Neural Text Generation: A Practical Guide—0
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models—0
Automatic Generation of News Comments Based on Gated Attention Neural Networks—0
RubyStar: A Non-Task-Oriented Mixture Model Dialog System—0
A Survey on Dialogue Systems: Recent Advances and New Frontiers—0
Generating Stylistically Consistent Dialog Responses with Transfer Learning—0
Affective Neural Response Generation—0
Steering Output Style and Topic in Neural Response GenerationCode0
Neural Response Generation for Customer Service based on Personality Traits—0
Neural Response Generation via GAN with an Approximate Embedding Layer—0
Attentive listening system with backchanneling, response generation and flexible turn-taking—0
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language GenerationCode0
A Conditional Variational Framework for Dialog Generation—0
Towards Building Large Scale Multimodal Domain-Aware Conversation SystemsCode0
A practical approach to dialogue response generation in closed domains—0
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation—0
Hierarchical Recurrent Attention Network for Response GenerationCode0
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue—0
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models—0
Neural Personalized Response Generation as Domain Adaptation—0
Deep Active Learning for Dialogue Generation—0
A Neural Network Approach for Knowledge-Driven Response GenerationCode0
A Simple, Fast Diverse Decoding Algorithm for Neural 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