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wikidata: Latest results from PubMed

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Posts: 12

Followers: 1

Word Sense Disambiguation with Wikipedia Entities: A Survey of Entity Linking Approaches

Published: February 27, 2026 11:00

The inference of unstructured text semantics is a crucial preprocessing task for NLP and AI applications. Word sense disambiguation and entity linking tasks resolve ambiguous terms within unstructured text corpora to senses from a predefined knowledge…

A joint span-entity prediction approach with generative and cross-lingual meta-learning for low-resource Japanese NER

Published: February 24, 2026 11:00

Low-resource Japanese few-shot named entity recognition (NER) is hindered by limited annotations, imperfect cross-lingual alignment, and boundary ambiguity. MAML-ProtoNet + + is a hierarchical dynamic meta-learning framework that integrates generative…

Death Rates of Elite and Professional American Athletes During Early Adulthood are Lower than the General Population

Published: January 30, 2026 11:00

This study aimed to assess rates of death of elite and professional young adult athletes in different US sports, comparing to the general population. Male and female athletes' birth and death dates were analyzed to compare rates of death from ages 21-40…

A causal discovery-based adaptive fusion algorithm for multi-source heterogeneous knowledge graphs

Published: January 22, 2026 11:00

Multi-source heterogeneous knowledge graph fusion faces significant challenges due to schema heterogeneity, entity conflicts, and relationship inconsistencies across different knowledge sources. This paper proposes CausalFusion, a novel adaptive fusion…

BioWikiNet: Multilingual wikipedia taxonomic networks aligned with the GBIF backbone taxonomy

Published: January 6, 2026 11:00

BioWikiNet is a multilingual dataset describing biodiversity representation across 11 Wikipedia language editions selected for their global reach and relevance to biodiversity-rich regions. The dataset includes 1,266,215 taxonomic articles linked to…

Database Release: PPSDB, a Linked Open Data Knowledge Base for Protist-Prokaryote Symbioses

Published: October 10, 2025 10:00

As the ecological and evolutionary importance of symbiotic interactions between protists (microbial eukaryotes) and prokaryotes (bacteria and archaea) is better appreciated, keeping an overview of their diversity and the literature becomes a growing and…

Wiki-Quantities and Wiki-Measurements: Datasets of quantities and their measurement context from Wikipedia

Published: July 22, 2025 10:00

To cope with the large number of publications, more and more researchers are automatically extracting data of interest using natural language processing methods based on supervised learning. Much data, especially in the natural and engineering sciences, is…

Professional male English footballers of the 20th century had lower death rates than the general population

Published: July 18, 2025 10:00

Elite athlete cohorts in most sports outlive the general population. We aimed to assess the standardised mortality ratios (SMR) of male professional footballers in England from the 20th Century compared to the general population in England. We included…

Wikidata for Botanists: Benefits of collaborating and sharing Linked Open Data

Published: June 7, 2025 10:00

CONCLUSIONS: Collaboration is key in botany and Wikidata, and the sharing and enriching of botany-related Linked Open Data benefits us all. Several resources, including ethical and legal guidelines, are available for botanists to edit, use, reuse,…

"I have always found the whole area a minefield": Wikidata, historical lives, and knowledge infrastructure

Published: May 19, 2025 10:00

The rise of Wikidata represents a quiet revolution in knowledge infrastructure. This paper enquires into this knowledge base as an infrastructure and considers the implications of its centrality within our contemporary knowledge ecosystem. Rather than read…

Transformer-Based Multilabel NER Using Wikipedia Corpora in Multiple Languages

Published: May 17, 2025 10:00

The high cost of manual data labeling and privacy concerns result in a considerable dearth of medical annotations in non-English texts. Recent work by Frank and Kramer [1] introduces an unsupervised approach for constructing an ontology-annotated corpora…

Bangla-REX: A distinct dataset for Bangla relation extraction

Published: April 15, 2025 10:00

Bangla REX introduces a significant dataset designed specifically for relation extraction tasks in the Bangla language, addressing a critical lack of resources in this domain. To the best of our knowledge, this dataset fills an important gap by providing…