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#classification

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Holle Meding

📰 Classifying Genre in Historical Medical Periodicals

Next in line: Vera Danilova presents her work on genre classification in digitized periodicals from European patient organizations (1951–1990) using #LLMs as part of the #ActDisease project.

🔹 XLM-RoBERTa (UDM) led Q&A tasks with 32% more correct answers than mBERT/hmBERT.
🔹 hmBERT (UDM) topped Administrative classification (+16%)
🔹 CORE-based models excelled in legal genre prediction.

#DigitalHumanities @tuberlin #classification #NLP

Public
NFDI4DS

Call for participation: 2nd LLMs4Subjects Shared Task (sites.google.com/view/llms4sub)

The challenge is part of the German Evaluation (GermEval 2025) on 10. - 12. September, 2025 in Hildesheim, Germany, co-located with KONVENS 2025.

Release of training/ testing data: March 8/ May 23, 2025
Deadline for system submissions: June 2, 2025

#NLP
#LLM
#SharedTask
#Challenge
#LMMs4Subjects
#Classification
#energyefficiency
#KONVENS2025
#Hildesheim
#NFDI4DS

sites.google.comHomeOur Mission We believe libraries are at the heart of our society and education, therefore we believe in impacting technological innovation in these age-old institutions as well as modern digital libraries when we can! We believe in transforming workflows in modern digital library systems... We
Public
Osma Suominen

The first alpha version of Skosmos 3 has been published! This release provides a peek into the upcoming next major version of the Skosmos publishing tool for SKOS controlled vocabularies.

The release features a reimplemented front-end with a fresh layout and improved accessibility, as well as many architectural improvements and modernization of the codebase.

github.com/NatLibFi/Skosmos/re

This is the first alpha release of Skosmos 3.0 that provides an early peek into the upcoming final 3.0 release. It is mainly intended for Skosmos users who want to plan ahead for the 3.0 release. Y...
GitHubRelease Skosmos 3.0-alpha.1 · NatLibFi/SkosmosThis is the first alpha release of Skosmos 3.0 that provides an early peek into the upcoming final 3.0 release. It is mainly intended for Skosmos users who want to plan ahead for the 3.0 release. Y...
#Skosmos#SKOS#thesaurus
Public
Travis F W

I have to level with you. I would not be considering writing and running a #socialWeb platform for #writers if I did not have a few itches to scratch.

context: fosstodon.org/@travisfw/114099

One itch is #classification. #Hashtags are nicely nonlinear. They are simple, and for being simple, they are effective. But, in giving authors direct access to declare the index their work appears in, you throw out all of the potential benefits modern approaches to indexing and search could yield. EG: stemming.

FosstodonTravis F W (@travisfw@fosstodon.org)I am considering setting up a #socialWeb platform for #writers! Distinguishing features: ➊ markdown, asciidoc, and possibly a third high-demand input format ➋ fonts! ➌ curation, compilation, and shareable shelves ➍ indices, catalogues, and libraries (advanced structured search) I want to level up the social web. I want an interface that a library could put on a console for anonymous public use. I want offline and e-ink functionality. Do you? #authors #books #journalism #libraries [ ] definitely interested [ ] curious or supportive [ ] skeptical [ ] nah
Public
malte

Who's working the most higher-order #classification systems of things in the world? Systematics in biology work on classifying all living things. Every field has their own classification systems. Is there a field that integrates those classification systems to create a "taxonomy of everything"? When I search for that concept I'm pointed towards people working on #SemanticWeb - I'm curious if there are any good sources out there to read up on, especially actual attempts/examples! #taxonomy

Public
naught101

Is there a data structure that can sensibly handle multiple hierarchical classification systems?

e.g. an Orange, in terms of phylogeny is
Plantae->Eudicot->...->Citrus->sinensis

and in terms of usefulness, is
Thing->Food->fruit->orange
(and it could have multiple parents in this taxonomy, e.g. cleaning product)

Bonus points for cool visualisations of this kind information.

#data#dataScience#dataStructure
Public
The Inquisitive Biologist

New review: How is the living world organized and classified? Encyclopaedic in scope yet compelling to read, the deeply researched Kingdoms, Empires, & Domains is an 851-page behemoth that surveys 26 centuries of our changing understanding.

inquisitivebiologist.com/2025/

#Books #BookReview #Bookstodon #Scicomm #Classification #Genetics #HistoryOfScience #ScienceHistory #HistSci #Microbiology #Phylogenetics #ScalaNaturae #Taxonomy #Zoophyta @bookstodon

Kingdoms, Empires, & Domains
The Inquisitive Biologist · Book review – Kingdoms, Empires, & Domains: The History of High-Level Biological ClassificationHow is the living world organized and classified? Encyclopaedic in scope yet compelling to read, the deeply researched Kingdoms, Empires, & Domains is an 851-page behemoth that surveys 26 centu…
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