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 701–725 of 914 papers

TitleStatusHype
Stylized Dialogue Response Generation Using Stylized Unpaired TextsCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
Multi-Referenced Training for Dialogue Response GenerationCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
Ranking Enhanced Dialogue Generation—0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
App-Aware Response Synthesis for User Reviews—0
Plug-and-Play Conversational Models—0
Automating Template Creation for Ranking-Based Dialogue Models—0
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation—0
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response GenerationCode2
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
Speaker Sensitive Response Evaluation ModelCode0
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors—0
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
Situated and Interactive Multimodal ConversationsCode1
On Incorporating Structural Information to improve Dialogue Response GenerationCode0
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems—0
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning—0
Investigating Label Bias in Beam Search for Open-ended Text Generation—0
Fluent Response Generation for Conversational Question AnsweringCode1
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation—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