University of Illinois Urbana-Champaign

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble

Hahn, Jim

Content Files
Hahn-SemEval-2025.pdf

Permalink

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.
Series/Report Name or Number
SemEval 2025 Task 5 system paper
Type of Resource
text
Genre of Resource
conference paper
Language
eng

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