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Semantic Parsing

403 directly classified papers

Papers per year

Papers

DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations EMNLP 2024
Scope-enhanced Compositional Semantic Parsing for DRT EMNLP 2024
Handling Ontology Gaps in Semantic Parsing NAACL 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing EMNLP 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024
Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024
Annotating FrameNet via Structure-Conditioned Language Generation ACL 2024
Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024
Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
World Models for Math Story Problems ACL 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023