@inproceedings{zymla-etal-2025-instructive,
title = "An instructive implementation of semantic parsing and reasoning using {L}exical {F}unctional {G}rammar",
author = "Zymla, Mark-Matthias and
Kruschwitz, Kascha and
Zodl, Paul",
editor = "Bernard, Timoth{\'e}e and
Mickus, Timothee",
booktitle = "Proceedings of the Second Workshop on the Bridges and Gaps between Formal and Computational Linguistics (BriGap-2)",
month = sep,
year = "2025",
address = {D{\"u}sseldorf, Germany},
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2025.brigap-1.6/",
pages = "35--51",
ISBN = "979-8-89176-317-3",
abstract = "This paper presents a computational resource for exploring semantic parsing and reasoning through a strictly formal lense. Inspired by the framework of Lexical Functional Grammar, our system allows for modular exploration of different aspects of semantic parsing. It consists of a hand-coded formal grammar combining syntactic and semantic annotations, producing basic semantic representations. The system provides the option to extend these basic semantics via rewrite rules in a principled fashion to explore more complex reasoning. The result is a layered system enabling an incremental approach to semantic parsing. We illustrate this approach with examples from the Fracas testsuite demonstrating its overall functionality and viability."
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%0 Conference Proceedings
%T An instructive implementation of semantic parsing and reasoning using Lexical Functional Grammar
%A Zymla, Mark-Matthias
%A Kruschwitz, Kascha
%A Zodl, Paul
%Y Bernard, Timothée
%Y Mickus, Timothee
%S Proceedings of the Second Workshop on the Bridges and Gaps between Formal and Computational Linguistics (BriGap-2)
%D 2025
%8 September
%I Association for Computational Linguistics
%C Düsseldorf, Germany
%@ 979-8-89176-317-3
%F zymla-etal-2025-instructive
%X This paper presents a computational resource for exploring semantic parsing and reasoning through a strictly formal lense. Inspired by the framework of Lexical Functional Grammar, our system allows for modular exploration of different aspects of semantic parsing. It consists of a hand-coded formal grammar combining syntactic and semantic annotations, producing basic semantic representations. The system provides the option to extend these basic semantics via rewrite rules in a principled fashion to explore more complex reasoning. The result is a layered system enabling an incremental approach to semantic parsing. We illustrate this approach with examples from the Fracas testsuite demonstrating its overall functionality and viability.
%U https://aclanthology.org/2025.brigap-1.6/
%P 35-51
Markdown (Informal)
[An instructive implementation of semantic parsing and reasoning using Lexical Functional Grammar](https://aclanthology.org/2025.brigap-1.6/) (Zymla et al., BriGap 2025)
ACL