diff --git a/learners/reference.md b/learners/reference.md
index 923e12a..d41c188 100644
--- a/learners/reference.md
+++ b/learners/reference.md
@@ -10,22 +10,22 @@ title: 'Glossary'
 [FAST (Faceted Application of Subject Terminology)]{#fast}
 :   A simplified subject heading system derived from the Library of Congress Subject Headings (LCSH), designed for faster and more consistent application.
 
-[LSP \(Library Services Platform\)]{#lsp}
+[LSP (Library Services Platform)]{#lsp}
 :   A cloud-based, integrated system that unifies library management functions such as cataloging, circulation, acquisitions, and user services, enabling more efficient and flexible library operations. Examples include Ex Libris's Alma, OCLC's WorldShare, and open source solutions like Folio.
 
-[MARC \(Machine-Readable Cataloging\)]{#marc}
+[MARC (Machine-Readable Cataloging)]{#marc}
 :   A standard format for the representation and exchange of bibliographic and related information in a machine-readable form. Commonly used in libraries for cataloging materials.
 
 [MARC 21]{#marc-21}
 :   A specific MARC format developed and maintained by the Library of Congress, designed to support bibliographic data exchange between library systems.
 
-[OAI \(Open Archives Initiative\)]{#oai}
+[OAI (Open Archives Initiative)]{#oai}
 :   A framework for facilitating metadata harvesting using the OAI-PMH (Protocol for Metadata Harvesting) standard, enabling interoperability between digital repositories.
 
-[RDA \(Resource Description and Access\)]{#rda}
+[RDA (Resource Description and Access)]{#rda}
 :   A descriptive cataloging standard that provides guidelines and instructions on formulating bibliographic data for libraries and cultural heritage organizations.
 
-[Regex \(Regular Expressions\)]{#regex}
+[Regex (Regular Expressions)]{#regex}
 :   A sequence of characters that defines a search pattern, commonly used for string matching and manipulation in text processing.
 
 [UNIMARC]{#unimarc}