semantic parsing

CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025 Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija COLING 2025 Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ACL 2025 Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ACL 2025 Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 Distinguishing fair from unfair compositional generalization tasks EMNLP 2025 Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing NAACL 2025 Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 Enhancing SQL Table Acquisition with Reverse Engineering for Text-to-SQL EMNLP 2025 Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025 Experiencing of Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025 GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025 Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025 Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025 GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation EMNLP 2025 Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval ICCV 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025