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 551–600 of 914 papers

TitleStatusHype
Medical Dialogue Response Generation with Pivotal Information Recalling—0
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning—0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production—0
Building a Dialogue Corpus Annotated with Expressed and Experienced EmotionsCode0
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat—0
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation—0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
Unsupervised Slot Schema Induction for Task-oriented Dialog—0
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities—0
Empathetic Response Generation with State ManagementCode0
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances—0
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation—0
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems—0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation—0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents—0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Toward Knowledge-Enriched Conversational Recommendation Systems—0
Mitigating Contradictions in Dialogue Based on Contrastive Learning—0
Stylistic Response Generation by Controlling Personality Traits and IntentCode0
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation—0
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