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

Re-appraising the Schema Linking for Text-to-SQL ACL 2023

Differentiable Tree Operations Promote Compositional Generalization ICML 2023

Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023

SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023

Compute-Efficient Churn Reduction for Conversational Agents EMNLP 2023

ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation EMNLP 2023

RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023

A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023

Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023

Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023

ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023

Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering EMNLP 2023

Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing ACL 2023

Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023

mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023

On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation EMNLP 2023

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023

Generating Data for Symbolic Language with Large Language Models EMNLP 2023

Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023

On the Effects of Structural Modeling for Neural Semantic Parsing EMNLP 2023

LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023

Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023

HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023

Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023