no code implementations • 4 May 2024 • Sakher Khalil Alqaaidi, Krzysztof Kochut
In this work, we make use of the knowledge graph node names to fine-tune a large language model for the relation prediction task.
no code implementations • 3 May 2024 • Elika Bozorgi, Saber Soleimani, Sakher Khalil Alqaiidi, Hamid Reza Arabnia, Krzysztof Kochut
However, most of these methods require high levels of computational time and space.
1 code implementation • 24 Apr 2024 • Sakher Khalil Alqaaidi, Krzysztof Kochut
We demonstrate that our model achieves competitive results in the relation prediction task when evaluated on a widely used dataset.
no code implementations • 29 Oct 2023 • Sakher Khalil Alqaaidi, Elika Bozorgi, Afsaneh Shams, Krzysztof Kochut
Named Entity Recognition (NER) and Relation Classification (RC) are important steps in extracting information from unstructured text and formatting it into a machine-readable format.
no code implementations • IJCNLP 2017 • Seyedamin Pouriyeh, Mehdi Allahyari, Krzysztof Kochut, Gong Cheng, Hamid Reza Arabnia
With the advent of the Internet, the amount of Semantic Web documents that describe real-world entities and their inter-links as a set of statements have grown considerably.