OpenCodePapers
dialogue-state-tracking-on-cosql
Dialogue
Dialogue State Tracking
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Paper
Code
question match accuracy
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interaction match accuracy
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ModelName
ReleaseDate
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RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
✓ Link
55.7
26.5
RASAT+PICARD
2022-05-14
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
✓ Link
54.6
23.7
T5-3B + PICARD
2021-09-10
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing
53.9
24.6
HIE-SQL + GraPPa
2021-11-16
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
51.6
21.2
RAT-SQL + SCoRe
2021-01-01
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing
✓ Link
46.8
17.0
R²SQL + BERT
2021-01-05
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
✓ Link
40.8
13.7
Edit-SQL+BERT
2019-09-02
Grounded Adaptation for Zero-shot Executable Semantic Parsing
✓ Link
39.7
12.8
GAZP+BERT
2020-09-16
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
✓ Link
14.1
2.2
SyntaxSQL-con
2019-09-11
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
✓ Link
13.9
2.6
CD-Seq2seq
2019-09-11