Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble
Hahn, Jim
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https://hdl.handle.net/2142/123375
Description
Title
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble
Author(s)
Hahn, Jim
Issue Date
2025-05-01
Keyword(s)
Computation and Language
Artificial Intelligence
SemEval2025
LLMs4Subjects
SemEval'25 Task 5
Date of Ingest
2025-05-09T10:03:31-05:00
Abstract
The SemEval-2025 Task 5 calls for the utilization of LLM capabilities to apply controlled subject labels to record descriptions in the multilingual library collection of the German National Library of Science and Technology. The multilingual BERT ensemble system described herein produces subject labels for various record types, including articles, books, conference papers, reports, and theses. For English language article records, bidirectional encoder-only LLMs demonstrate high recall in automated subject assignment.
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