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Task Oriented Dialogue Systems On Kvret

Metrics

BLEU
Entity F1

Results

Performance results of various models on this benchmark

Paper Title
T5-3b(UnifiedSKG)-70.07UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
COMET17.363.6Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems
DF-Net15.262.5Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
GLMP14.7959.97Global-to-local Memory Pointer Networks for Task-Oriented Dialogue
TTOS17.3555.38Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training
KB-retriever13.953.7Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
DSR12.751.9Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
KV Retrieval Net13.248.0Key-Value Retrieval Networks for Task-Oriented Dialogue
THPN12.837.8A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems
Mem2Seq12.633.4Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
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Task Oriented Dialogue Systems On Kvret | SOTA | HyperAI