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 476–500 of 914 papers

TitleStatusHype
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
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities—0
Unsupervised Slot Schema Induction for Task-oriented Dialog—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
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
Stylistic Response Generation by Controlling Personality Traits and IntentCode0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Toward Knowledge-Enriched Conversational Recommendation Systems—0
CueBot: Cue-Controlled Response Generation for Assistive Interaction Usages—0
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues—0
Mitigating Contradictions in Dialogue Based on Contrastive Learning—0
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems—0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents—0
A Knowledge storage and semantic space alignment Method for Multi-documents 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