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

STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025

SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025

Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025

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

Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025

PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ACL 2025

Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025

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

Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025

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

KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025

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

Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025

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

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

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

AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025

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

Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025

DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025

Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024

Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024

Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024

Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024