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

A Survey of AMR Applications EMNLP 2024

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

Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning EACL 2024

Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024

Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024

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

Evaluating Structural Generalization in Neural Machine Translation ACL 2024

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

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

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

Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024

Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing EMNLP 2024

Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024

Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training EACL 2024

Compositional Generalization with Grounded Language Models ACL 2024

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

Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024

MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024

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

Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024

AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024

BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024

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

XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024

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