Work

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble

Year: 2025

Type: conference-paper

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.

Source: Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)

Author: Hahn, Jim

Institutions: University of Illinois Urbana-Champaign, University of Pennsylvania

Language: English

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: National Centre for Supercomputing Applications, University of Illinois at Urbana-Champaign

OpenAlex ID: W7220786171

FWCI:

Cites: 4

Cited by:

Related to: 10