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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

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023
Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) AAAI 2023
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues EACL 2023
SPINDLE: Spinning Raw Text into Lambda Terms with Graph Attention EACL 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks EMNLP 2023
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing EACL 2023
Shifted PAUQ: Distribution shift in text-to-SQL EMNLP 2023
Using Planning to Improve Semantic Parsing of Instructional Texts ACL 2023
NL2LTL – a Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas AAAI 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023
An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ACL 2023
PAUQ: Text-to-SQL in Russian EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022