Driving Open Research with AI

From the creator

Presenters: Professor Petr Knoth, Founder of CORE Dr David Pride, Research Associate, CORE Professor Petr Knoth and Dr David Pride share three recent open research projects of the CORE (COnnecting REpositories) group. These are: 1. the CORE-GPT a question-answering service that utilises academic literature collected by CORE to produce generated answers together with their scholarly references. The services uses Retrieval Augmented Generation (RAG) to deliver trustworthy answers together with provenance information; 2. SDG-Classify, a novel AI model for multi-label classification of research papers based on UN Sustainable Development Goals (SDGs), along with its integration into the CORE Dashboard, helping Higher Education Institutions (HEIs) to better understand how the content held in their repository contributes to SDGs; and 3. SoFAIR, a 2-year international project funded in the CHISTERA Open Research Data call which addresses the lack of reproducibility of research studies and insufficient credit given to those developing research software. SoFAIR will extend the capabilities of widely used open scholarly infrastructures, CORE and Software Heritage, operated by the consortium partners, delivering and deploying an effective solution for the management of the research software lifecycle, including: 1) ML-assisted identification of research software assets from within the manuscripts of scholarly papers, 2) validation of the identified assets by authors in repos

Published 2025-03-28 · Watch on YouTube ↗
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