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

Dialogue State Tracking On Cosql

评估指标

interaction match accuracy

question match accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称	interaction match accuracy	question match accuracy	Paper Title	Repository
GAZP+BERT	12.8	39.7	Grounded Adaptation for Zero-shot Executable Semantic Parsing	-
SyntaxSQL-con	2.2	14.1	CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases	-
RASAT+PICARD	26.5	55.7	RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL	-
HIE-SQL + GraPPa	24.6	53.9	HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing	-
CD-Seq2seq	2.6	13.9	CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases	-
R²SQL + BERT	17.0	46.8	Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing	-
RAT-SQL + SCoRe	21.2	51.6	SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing	-
Edit-SQL+BERT	13.7	40.8	Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions	-
T5-3B + PICARD	23.7	54.6	PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models	-

0 of 9 row(s) selected.