arXiv:2608.22974v1 Announce Type: new
Abstract: Large language model (LLM) agents rely heavily on knowledge encoded in model parameters or presented as unstructured context. In domain-specific tasks,...
By Xiaohui Zhang, Zequn Sun, Chengyuan Yang, Yuanning Cui, Lingbing Guo, Wei Hu
arXiv:2610.01393v1 Announce Type: cross
Abstract: Constructing typed, justified semantic links between ontologies is essential for enabling interoperability across heterogeneous and interdisciplinary...
By Nouha Hayouni, Sheeba Samuel, Alsayed Algergawy
arXiv:2607. 01977v1 Announce Type: new Abstract: Ontology learning (OL) aims to automatically construct structured knowledge models from text, yet progress remains fragmented across methods, domains, and evaluation practices.
By Hamed Babaei Giglou, Jennifer D'Souza, Andrei Aioanei, Nandana Mihindukulasooriya, S\"oren Auer
arXiv:2607. 24551v1 Announce Type: new Abstract: Maintenance regulations are complex legal texts that are difficult to exploit when addressing a specific case and challenging to integrate into operational systems.
By G{\'e}nesis Montenegro (WIMMICS), Mokhtar Boumedyen Billami (WIMMICS), Catherine Faron (WIMMICS), Fabien Gandon (WIMMICS), Pierre Monnin (WIMMICS)
arXiv:2607. 24784v1 Announce Type: new Abstract: Specialised translation relies on the use of documentary and terminological resources, including corpora.
By Joachim Minder (ALTAE), Guillaume Wisniewski (LLF - UMR7110), Natalie K\"ubler (ALTAE)
arXiv:2507. 21438v2 Announce Type: replace Abstract: Ontologies and knowledge graphs require continuous evolution to remain comprehensive and accurate, but manual curation is labor intensive.
By Vishal Raman, Vijai Aravindh R, Abhijith Ragav