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 576–600 of 914 papers

TitleStatusHype
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout—0
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues—0
CueBot: Cue-Controlled Response Generation for Assistive Interaction Usages—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data—0
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling—0
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation—0
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded DialogueCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
Zero-shot Cross-lingual Conversational Semantic Role LabelingCode0
Using Synthetic Data for Conversational Response Generation in Low-resource Settings—0
Requirements Elicitation in Cognitive Service for Recommendation—0
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems—0
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes—0
Towards Robust Online Dialogue Response Generation—0
Controlling the Focus of Pretrained Language Generation ModelsCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
Improving Contextual Coherence in Variational Personalized and Empathetic Dialogue Agents—0
Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation—0
A Survey on Retrieval-Augmented Text Generation—0
Open Domain Response Generation Guided by Retrieved Conversations—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Controlling the Focus of Pretrained Language Generation Models—0
Less is More: Learning to Refine Dialogue History for Personalized Dialogue 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