SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Showing 611620 of 914 papers

TitleStatusHype
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling0
Cascaded Span Extraction and Response Generation for Document-Grounded DialogCode0
Local Explanation of Dialogue Response GenerationCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Progressive Open-Domain Response Generation with Multiple Controllable Attributes0
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
Semantic-Enhanced Explainable Finetuning for Open-Domain Dialogues0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified