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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

Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021
Value-Agnostic Conversational Semantic Parsing ACL 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021
Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ACL 2021
Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021
Paraphrasing Compound Nominalizations EMNLP 2021
SPARQLing Database Queries from Intermediate Question Decompositions EMNLP 2021
Mapping probability word problems to executable representations EMNLP 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs EMNLP 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP 2021
Sister Help: Data Augmentation for Frame-Semantic Role Labeling EMNLP 2021
SPaR.txt, a Cheap Shallow Parsing Approach for Regulatory Texts EMNLP 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction NIPS 2021
A Knowledge-Guided Framework for Frame Identification ACL 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions IJCAI 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021
SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation NAACL 2021
FLIN: A Flexible Natural Language Interface for Web Navigation NAACL 2021
Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021
DuoRAT: Towards Simpler Text-to-SQL Models NAACL 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context ACL 2021
Towards Navigation by Reasoning over Spatial Configurations ACL 2021