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

Multimodal Contextualized Semantic Parsing from Speech ACL 2024

Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024

Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach ACL 2024

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024

Explicit Attribute Extraction in e-Commerce Search COLING 2024

A Survey of AMR Applications EMNLP 2024

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

PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024

Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser COLING 2024

Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024

Word Sense Linking: Disambiguating Outside the Sandbox ACL 2024

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024

Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023

Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023

Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023

Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023

Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023

“You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023

Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023

SPINDLE: Spinning Raw Text into Lambda Terms with Graph Attention EACL 2023

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023

Semantic Parsing for Conversational Question Answering over Knowledge Graphs EACL 2023

LexSym: Compositionality as Lexical Symmetry ACL 2023