SOTAVerified

Response Generation

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

Papers

Showing 601650 of 914 papers

TitleStatusHype
Agenda Pushing in Email to Thwart Phishing0
Building Goal-oriented Document-grounded Dialogue Systems0
Personalized Response Generation with Tensor Factorization0
Phrase-Level Action Reinforcement Learning for Neural Dialog Response GenerationCode0
Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems0
SEPRG: Sentiment aware Emotion controlled Personalized Response Generation0
Neural Stylistic Response Generation with Disentangled Latent Variables0
Discovering Dialogue Slots with Weak Supervision0
Know Deeper: Knowledge-Conversation Cyclic Utilization Mechanism for Open-domain Dialogue Generation0
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling0
Cascaded Span Extraction and Response Generation for Document-Grounded DialogCode0
Local Explanation of Dialogue Response GenerationCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Progressive Open-Domain Response Generation with Multiple Controllable Attributes0
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues0
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
RevCore: Review-augmented Conversational RecommendationCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs0
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition0
Entity Resolution in Open-domain Conversations0
Personalized Response Generation via Generative Split Memory NetworkCode1
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training0
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation0
Semantic Representation for Dialogue ModelingCode1
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation0
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
KECRS: Towards Knowledge-Enriched Conversational Recommendation System0
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 AI0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Focused Attention Improves Document-Grounded GenerationCode1
Auto Response Generation in Online Medical Chat Services0
Probing Commonsense Explanation in Dialogue Response Generation0
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems0
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation0
Conversational Semantic Role Labeling0
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation0
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models0
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained TransformersCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified