Search Results for author: Elika Bozorgi

Found 3 papers, 1 papers with code

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

Multiple Relations Classification using Imbalanced Predictions Adaptation

1 code implementation24 Sep 2023 Sakher Khalil Alqaaidi, Elika Bozorgi, Krzysztof J. Kochut

To the best of our knowledge, this work is the first that recognizes the imbalanced predictions within the relation classification task.

Classification graph construction +4

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