semantic parsing

A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving AAAI 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026 BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish EACL 2026 Do LLMs Really Struggle at NL-FOL Translation? Revealing Their Strengths via a Novel Benchmarking Strategy AAAI 2026 Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex KBQA ACL 2026 Generating then Refining for Reliable Knowledge Base Question Answering ACL 2026 Language Models and Logic Programs for Trustworthy Tax Reasoning AAAI 2026 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026 MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training ACL 2026 NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models EACL 2026 NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation AAAI 2026 ROSE: An Intent-Centered Evaluation Metric for NL2SQL ACL 2026 Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks ACL 2026 Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data SemEval 2025 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 AnCast++: Document-Level Evaluation of Graph-based Meaning Representations ACL 2025 An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025 A Theorem-Proving-Based Evaluation of Neural Semantic Parsing EMNLP 2025 BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs CVPR 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025