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 761770 of 914 papers

TitleStatusHype
Generating Diverse Translation by Manipulating Multi-Head Attention0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
Aging Memories Generate More Fluent Dialogue Responses with Memory Augmented Neural Networks0
Guiding Variational Response Generator to Exploit Persona0
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders0
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework0
Variational Hierarchical User-based Conversation ModelCode0
Hierarchy Response Learning for Neural Conversation Generation0
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning0
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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