semantic parsing

HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ACL 2025 HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025 IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025 Indian Grammatical Tradition-Inspired Universal Semantic Representation Bank (USR Bank 1.0) AACL 2025 Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025 Integrating Answer Set Programming and Large Language Models for Enhanced Structured Representation of Complex Knowledge in Natural Language IJCAI 2025 Into The Limits of Logic: Alignment Methods for Formal Logical Reasoning EMNLP 2025 Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025 KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025 Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025 LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions AAAI 2025 LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases ICLR 2025 LLM-Supported Natural Language to Bash Translation NAACL 2025 Logical Consistency of Large Language Models in Fact-Checking ICLR 2025 MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing EMNLP 2025 Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic IJCNLP 2025 Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025 Modal Dependency Parsing via Biaffine Attention with Self-Loop ACL 2025 MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps SemEval 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 On the Limit of Language Models as Planning Formalizers ACL 2025 PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning ACL 2025