Answering natural language questions via phrasal semantic parsing

K Xu, S Zhang, Y Feng, D Zhao - … Conference on Natural Language …, 2014 - Springer
… In contrast, we focus on translating natural language questions into structured queries by
separating the KB independent components from the KB-related mapping phase. Like [12], our …

Learning structured natural language representations for semantic parsing

J Cheng, S Reddy, V Saraswat, M Lapata - arXiv preprint arXiv …, 2017 - arxiv.org
… JiaandLiang (2016) achieve better results with synthetic data that expands GEOQUERY; we
… has used a semantic parsing framework similar to ours where natural language is converted …

Spcql: A semantic parsing dataset for converting natural language into cypher

A Guo, X Li, G Xiao, Z Tan, X Zhao - Proceedings of the 31st ACM …, 2022 - dl.acm.org
… in Neo4j and 10,000 natural language-CQL pairs of queries. Based on this dataset, we
define a new challenging and realistic semantic parsing task that converts queries in natural

A survey on semantic parsing

A Kamath, R Das - arXiv preprint arXiv:1812.00978, 2018 - arxiv.org
… in formal query languages. The field of semantic parsing deals with converting natural
language … In this survey, we examine the various components of a semantic parsing system and …

Textual question answering for semantic parsing in natural language processing

J Sarker, M Billah, M Al Mamun - 2019 1st International …, 2019 - ieeexplore.ieee.org
… For deriving syntactic and semantic structures of texts, … by semantic parsing of texts with a
view to leveraging semantic … on lambda calculus for semantic parsing to derive logical forms of …

Large Language Model Based Semantic Parsing for Intelligent Database Query Engine

Z Wu - Journal of Computer and Communications, 2024 - scirp.org
query statements into natural language by examining the inverse process of deep semantic
parsing. … the feedback functionality of users and database natural language query systems. …

Exploiting the semantic web for unsupervised natural language semantic parsing

G Tur, M Jeong, YY Wang, D Hakkani-Tür… - Proceedings of …, 2012 - microsoft.com
… to leverage search engine resources for semantic parsing of … is to extract queries matching
the already parsed web pages. … ploiting query click logs for semi-supervised semantic parsing

Large-scale semantic parsing without question-answer pairs

S Reddy, M Lapata, M Steedman - Transactions of the Association for …, 2014 - direct.mit.edu
… a novel semantic parsing approach to query Freebase in natural language without requiring
… Our goal is to build a semantic parser which maps a natural language sentence to a logical …

Semantic parsing natural language into SPARQL: improving target language representation with neural attention

FF Luz, M Finger - arXiv preprint arXiv:1803.04329, 2018 - arxiv.org
… transform natural language sentence into a query to an ontology database in the SPARQL
… with semantic parsing as the task of transforming natural language into SPARQL queries. In …

A deep architecture for semantic parsing

E Grefenstette, P Blunsom, N De Freitas… - arXiv preprint arXiv …, 2014 - arxiv.org
… For instance, semantic parsing has been applied to interpreting movement instructions (…
paper—semantic parsing typically aims to map natural language to database queries that would …