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 101–125 of 914 papers

TitleStatusHype
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
TIAGE: A Benchmark for Topic-Shift Aware Dialog ModelingCode1
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Affective Decoding for Empathetic Response GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Local Explanation of Dialogue Response GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsCode1
RevCore: Review-augmented Conversational RecommendationCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Personalized Response Generation via Generative Split Memory NetworkCode1
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Semantic Representation for Dialogue ModelingCode1
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
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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