Jennifer D'Souza
Jennifer D'Souza has 2 papers in our library, in 2025–2026; often with Anne Lauscher, Brigitte Krenn, Chenghua Lin.
OpenAlex · ORCID · h-index 16 · 166 works · 1,171 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #8632
Affiliations
🔬Technische Informationsbibliothek (TIB)Hanover ·
Germany2015–2026 · 104 papers🎓The University of Texas at DallasRichardson ·
United States2012–2015 · 12 papers🎓Leibniz University HannoverHanover ·
Germany2020–2024 · 7 papers🔬L3S Research CenterHanover ·
Germany2020–2022 · 4 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
Works by year
2020s
Papers
- Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation (2025 · 25 citations)
The survey looks at how large (multimodal) language models are starting to reshape scientific work. Earlier reviews tended to cover single disciplines or a few tasks. This paper instead follows the research lifecycle from start to finish. It covers five stages: finding and summarizing literature, generating ideas and… - An Extreme Multi-label Text Classification (XMTC) Library Dataset: What If We Took “Use of Practical AI in Digital Libraries” Seriously? (2026 · 2 citations)
Manual subject indexing in libraries is hard to scale as catalogs grow and become more multilingual. Generic XMTC benchmarks such as Wiki-500K or EurLex-4K use flat or ad hoc labels and do not reflect real cataloging practice. Library linked-data releases, in turn, usually lack standard train/test splits. The authors…
Co-authors here
Venues
- ACM Computing Surveys: ACM Computing Surveys 2025
- Language Resources and Evaluation Conference (LREC): LREC 2026
Cited by
Updated
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