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20242026
most citedArtificial Intelligence for Literature Reviews: Opportunities and Challenges

15 citations · 30 across the 10 of their papers we have counts for

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5 papers · 1 filter

cs.DL2026

COCI: Conference Organisers and Content Identifier

Angelo Salatino, Francesco Osborne, Alexis Vizcaino +2

Despite the critical role of grey literature in scholarly communication, artefacts such as Calls for Papers (CfPs) remain largely isolated from modern Scholarly Knowledge Graphs. T…

cs.DL2026

A Pathway for Assessing Grey Literature: Leveraging AI to Extract Conference Metadata and Organiser Information from Calls for Papers

Angelo Salatino, Francesco Osborne, Alexis Vizcaino +2

Despite its importance, grey literature, including Calls for Papers (CfPs), remains largely overlooked in Metascience and Scientometric analysis due to its unstructured, highly het…

cs.DL2026

Benchmarking Resource-Efficient LLMs for Research Topic Ontology Generation in the Biomedical Field

Tanay Aggarwal, Angelo Salatino, Francesco Osborne +1

Knowledge Organization Systems like Ontologies and taxonomies are fundamental for structuring scientific knowledge, yet their manual curation presents a persistent bottleneck in kn…

cs.DL2025★ 1 cited

Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study

Tanay Aggarwal, Angelo Salatino, Francesco Osborne +1

Ontologies and taxonomies of research fields are critical for managing and organising scientific knowledge, as they facilitate efficient classification, dissemination and retrieval…

cs.DL2024★ 12 cited

A Survey on Knowledge Organization Systems of Research Fields: Resources and Challenges

Angelo Salatino, Tanay Aggarwal, Andrea Mannocci +2

Knowledge Organization Systems (KOSs), such as term lists, thesauri, taxonomies, and ontologies, play a fundamental role in categorising, managing, and retrieving information. In t…