Search Results for author: Krzysztof Kochut

Found 5 papers, 1 papers with code

Relations Prediction for Knowledge Graph Completion using Large Language Models

no code implementations4 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.

Language Modelling Relation

Knowledge Graph Completion using Structural and Textual Embeddings

1 code implementation24 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.

Language Modelling Question Answering +2

A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods

no code implementations29 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.

Classification Few-Shot Learning +9

ES-LDA: Entity Summarization using Knowledge-based Topic Modeling

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.

Document Summarization

Cannot find the paper you are looking for? You can Submit a new open access paper.