الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Dialogue State Tracking On Cosql

المقاييس

interaction match accuracy

question match accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	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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Dialogue State Tracking On Cosql | SOTA | HyperAI