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 141150 of 914 papers

TitleStatusHype
Towards Topic-Guided Conversational Recommender SystemCode1
StyleDGPT: Stylized Response Generation with Pre-trained Language ModelsCode1
MIME: MIMicking Emotions for Empathetic Response GenerationCode1
Stylized Dialogue Response Generation Using Stylized Unpaired TextsCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
Multi-Referenced Training for Dialogue Response GenerationCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
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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