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 Typology of Errors for User Utterances in Chatbots COLING 2024

Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024

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

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

Soft Well-Formed Semantic Parsing with Score-Based Selection COLING 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

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

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

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

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

Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 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

Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024

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

SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 2024

SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024

Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 2024

Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024

Multimodal Contextualized Semantic Parsing from Speech ACL 2024

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

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024

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

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