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

Generating Data for Symbolic Language with Large Language Models EMNLP 2023

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023

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

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

Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023

On Evaluating Multilingual Compositional Generalization with Translated Datasets ACL 2023

Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023

Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023

Does Character-level Information Always Improve DRS-based Semantic Parsing? ACL 2023

Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023

An Inner Table Retriever for Robust Table Question Answering ACL 2023

Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023

Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues EACL 2023

LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023

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

The Role of Semantic Parsing in Understanding Procedural Text EACL 2023

Semantic Parsing for Conversational Question Answering over Knowledge Graphs EACL 2023

From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base EMNLP 2023

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing AAAI 2023

Incorporating Graph Information in Transformer-based AMR Parsing ACL 2023

Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ACL 2023

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

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NIPS 2023

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023