HyperAI超神经

首页资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Task Oriented Dialogue Systems On Kvret

评估指标

BLEU

Entity F1

评测结果

各个模型在此基准测试上的表现结果

模型名称	BLEU	Entity F1	Paper Title	Repository
TTOS	17.35	55.38	Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training	-
Mem2Seq	12.6	33.4	Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
COMET	17.3	63.6	Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems	-
GLMP	14.79	59.97	Global-to-local Memory Pointer Networks for Task-Oriented Dialogue
DSR	12.7	51.9	Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation	-
T5-3b(UnifiedSKG)	-	70.07	UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
KB-retriever	13.9	53.7	Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
KV Retrieval Net	13.2	48.0	Key-Value Retrieval Networks for Task-Oriented Dialogue
DF-Net	15.2	62.5	Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
THPN	12.8	37.8	A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems	-

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