conftrace_
← Applications
Natural Language Processing › Applications ›

Semantic Parsing

416 papers

Papers per year

1
1
30
49
41
62
55
60
61
14
30
12

Papers

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes ACL 2026
ROSE: An Intent-Centered Evaluation Metric for NL2SQL ACL 2026
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency ACL 2026
QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement ACL 2026
Adaptive Text2GQL: Integrating Structural Twig Linking and Evolutionary In-Context Learning ACL 2026
GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL ACL 2026
Modal Dependency Parsing as Structured Prediction over Source-Cue Scope ACL 2026
Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula ACL 2026
GQLBench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for NL2GQL ACL 2026
Generating then Refining for Reliable Knowledge Base Question Answering ACL 2026
Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL ACL 2026
Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks ACL 2026
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025
PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ACL 2025
GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation ACL 2025
Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025