semantic parsing

955 papers

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Also known as

SEMQL SP

Co-occurring keywords

question answering (2904) large language model (12755) abstract meaning representation (186) neural network (6616) meaning representation (98) compositional generalization (201) logical form (75) knowledge graph (1795) zero-shot learning (3637) natural language understanding (845)

Papers

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025

Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL EMNLP 2025

SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing EMNLP 2025

Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025

Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025

MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025

Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025

Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025

Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models COLING 2025

ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025

Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025

Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval ICCV 2025

Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025

LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions AAAI 2025

Integrating Answer Set Programming and Large Language Models for Enhanced Structured Representation of Complex Knowledge in Natural Language IJCAI 2025

IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025

Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025

Where, What, Why: Towards Explainable Driver Attention Prediction ICCV 2025

CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025

Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025

Rethinking-based Code Summarization with Chain of Comments COLING 2025

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025

Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025

Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025