Research graph
References from Beyond the gold standard: evaluating AI for subject indexing of Swedish LGBTQ + fiction. Local targets link to admitted publications; unresolved targets remain external evidence.
Should fiction be indexed? The indexability of text
10.3828/indexer.1992.18.2.5 · 1992 · External reference
An experiment with the use of ChatGPT for LCSH subject assignment on electronic theses and dissertations
10.1080/01639374.2024.2394516 · 2024 · External reference
Unresolved reference
External reference
SemEval-2025 Task 5: LLMs4Subjects – LLM-based automated subject tagging for a national technical library's open-access catalog
2025 · External reference
AI chatbots and subject cataloging: a performance test
2025 · External reference
Unresolved reference
2025 · External reference
A framework for evaluating automatic indexing or classification in the context of retrieval
10.1002/asi.23600 · 2016 · External reference
Unresolved reference
2026 · External reference
10.1007/978-981-96-0868-3_20
10.1007/978-981-96-0868-3_20 · 2025 · External reference
Large language models (LLMs) and cataloging: exploring how ChatGPT and Copilot assign subject headings and call numbers
10.7152/nasko.v7i1.95648 · 2025 · External reference
DNB-AI-Project at SemEval-2025 Task 5: an LLM-ensemble approach for automated subject indexing
2025 · External reference
Automatic subject indexing with large language model fine-tuning and controlled vocabulary retrieval
10.1108/ajim-05-2025-0253 · 2025 · External reference
The nature of fiction and its significance for classification and indexing
10.3233/isu-1997-172-313 · 1997 · External reference
Unresolved reference
External reference
Consistency of subject indexing of novels by public library professionals and patrons
10.1108/00220410210425403 · 2002 · External reference
Unresolved reference
2019 · External reference
Annif at SemEval-2025 Task 5: traditional XMTC augmented by LLMs
2025 · External reference
A comparative evaluation of AI approaches to large-scale scientific subject classification
10.3390/bdcc10050151 · 2026 · External reference
Automatic subject descriptions of Polish library and information science articles: a comparison of DESCRIPTOR e-service and GPT-4o
10.1080/01639374.2025.2525841 · 2025 · External reference
10.1007/978-981-95-4861-3_1
10.1007/978-981-95-4861-3_1 · 2026 · External reference
A framework for evaluating automatic indexing or classification in the context of retrieval
10.1002/asi.23600 · ExternalCitation · doi-reference
10.1007/978-981-95-4861-3_1
10.1007/978-981-95-4861-3_1 · ExternalCitation · doi-reference
10.1007/978-981-96-0868-3_20
10.1007/978-981-96-0868-3_20 · ExternalCitation · doi-reference
An experiment with the use of ChatGPT for LCSH subject assignment on electronic theses and dissertations
10.1080/01639374.2024.2394516 · ExternalCitation · doi-reference
Automatic subject descriptions of Polish library and information science articles: a comparison of DESCRIPTOR e-service and GPT-4o
10.1080/01639374.2025.2525841 · ExternalCitation · doi-reference
Consistency of subject indexing of novels by public library professionals and patrons
10.1108/00220410210425403 · ExternalCitation · doi-reference
Automatic subject indexing with large language model fine-tuning and controlled vocabulary retrieval
10.1108/ajim-05-2025-0253 · ExternalCitation · doi-reference
The nature of fiction and its significance for classification and indexing
10.3233/isu-1997-172-313 · ExternalCitation · doi-reference
A comparative evaluation of AI approaches to large-scale scientific subject classification
10.3390/bdcc10050151 · ExternalCitation · doi-reference
Should fiction be indexed? The indexability of text
10.3828/indexer.1992.18.2.5 · ExternalCitation · doi-reference
Large language models (LLMs) and cataloging: exploring how ChatGPT and Copilot assign subject headings and call numbers
10.7152/nasko.v7i1.95648 · ExternalCitation · doi-reference
