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Dialogue State Tracking On Cosql

Métriques

interaction match accuracy

question match accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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

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