[Lingtyp] [Last CfP] Extended Deadline - TermTrends @ LDK 2025: Bridging the Gap between Terminological Resources and Large Language Models

[Patricia Martín Chozas]

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****Apologies for crossposting****

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TermTrends25: Bridging the Gap between Terminological Resources and 
Large Language Models


When: 9th September 2025

Where: Università degli Studi di Napoli L'Orientale - Palazzo del 
Mediterraneo, Naples, Italy (and online - hybrid event)


TermTrends 2025 is a half-day workshop co-located with LDK 2025 
<https://2025.ldk-conf.org/>that aims to provide a discussion forum on 
theoretical and methodological approaches for the integration of 
language resources, and specifically terminological resources, published 
following Linked Data principles, into the optimisation of LLM pipelines.


In particular, this event focuses on how terminological resources can be 
leveraged to enhance the performance of LLMs at different stages of 
their lifecycle, from pre-training and fine-tuning to evaluation and 
application.


To this end, the workshop intends to explore the advantages and 
challenges of leveraging Linked Data-compliant language resources in the 
context of LLMs. This includes examining how existing standards for 
representing terminological data, such as TermBase eXchange (TBX) 
format, and Semantic Web models like SKOS and Ontolex-lemon, can be 
adapted or extended to meet the needs of LLM development. In addition, 
the workshop aims to discuss innovative ways to integrate language 
resources published as Linked Data into LLM workflows to address issues 
such as domain adaptation, bias mitigation, and the interpretability of 
model outputs.


The topics of interest for this workshop include, but are not limited 
to, the following topics:


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    Analysis of the usefulness of language resources, with a special
    interest in terminological resources published as Linked Data, in
    pre-training and fine-tuning LLMs.

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    Approaches to represent and integrateLinked Data-based
    terminological data in formats compatible with LLM architectures.

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    Limitations of current terminological standardsand models for
    LLM-specific use cases.

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    Identification of new use cases and opportunitiesfor Linked
    Data-based terminological resources to support the development and
    evaluation of LLMs.

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    Exploration of LLM capabilitiesin generating and enriching
    terminological resources for Linked Data applications.

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    Investigation of the LLM potentialin automatic conversion of
    unstructured or semistructured terminological resources to Semantic
    Web formats.


Submission info:

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    Long papers: 9–12 pages;

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    Short papers: 4–6 pages.


TermTrends Proceedings will be published by LDK organisers, using 
UniorPress, indexed in ACL Anthology.

Submissions must be formatted using the ACL template 
<https://github.com/acl-org/acl-style-files>.


Important Dates

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    15th May 202529th May 2025- Deadline for paper submission

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    10th June 202512th June 2025- Deadline for notification for paper
    submission

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    15th June 2025 - Early bird registration

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    26th June 2025- Deadline for camera-ready paper submission

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    9th September 2025 - TermTrends Workshop


More info:https://termtrends.linkeddata.es/


Looking forward to receiving your contributions!


Patricia Martín Chozas

Elena Montiel Posada

Sara Carvalho

Federica Vezzani

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*Patricia Martín Chozas - Profesora Ayudante Doctora
*Universidad Politécnica de Madrid
Escuela Técnica Superior de Ingenieros Informáticos
Departamento de Lingüística Aplicada
Campus de Montegancedo s/n. Bloque 6 Despacho 6204.
28660, Boadilla del Monte, Madrid, Spain
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