Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models

Vincenzo De Leo, Andrea Cadeddu, Alessandro Chessa, Gianni Fenu, Enrico Motta, Francesco Osborne, Diego Reforgiato Reforgiato, Angelo A. Salatino, Luca Secchi. Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models. In Mehwish Alam, Michael Cochez, editors, Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), Athens, November 6-10, 2023. Volume 3559 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Abstract

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