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 826–850 of 914 papers

TitleStatusHype
Natural Language Generation at Scale: A Case Study for Open Domain Question Answering—0
Consistent Dialogue Generation with Self-supervised Feature LearningCode0
Negative Training for Neural Dialogue Response GenerationCode0
Jointly Optimizing Diversity and Relevance in Neural Response Generation—0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Making History Matter: History-Advantage Sequence Training for Visual Dialog—0
Re-evaluating ADEM: A Deeper Look at Scoring Dialogue Responses—0
Language Models are Unsupervised Multitask LearnersCode1
Learning to Select Knowledge for Response Generation in Dialog SystemsCode0
Promoting Diversity for End-to-End Conversation Response Generation—0
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation—0
A Trustworthy, Responsible and Interpretable System to Handle Chit Chat in Conversational Bots—0
Generating Multiple Diverse Responses for Short-Text Conversation—0
Incorporating Relevant Knowledge in Context Modeling and Response Generation—0
Augmenting Neural Response Generation with Context-Aware Topical AttentionCode0
Meta-path Augmented Response Generation—0
Stylistically User-Specific Generation—0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
A Knowledge-Grounded Multimodal Search-Based Conversational AgentCode0
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling—0
S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information—0
Variational Autoregressive Decoder for Neural Response Generation—0
Automatic Evaluation of Neural Personality-based Chatbots—0
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue ModellingCode1
Latent Topic Conversational Models—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