semantic parsing

Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering SemEval 2025 Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025 Rethinking-based Code Summarization with Chain of Comments COLING 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025 RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025 Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models COLING 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025 Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SPOT: Zero-Shot Semantic Parsing Over Property Graphs ACL 2025 SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025 SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing EMNLP 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025 Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query ACL 2025