Abstract
In this work we present an entity linker for DBLP’s 2025 version of RDF-based Knowledge Graph. Compared to the 2022 version, DBLP now considers publication venues as a new entity type called dblp:Stream. In the earlier version of DBLPLink, we trained KG-embeddings and re-rankers on a dataset to produce entity linkings. In contrast, in this work, we develop a zero-shot entity linker using LLMs using a novel method, where we re-rank candidate entities based on the log-probabilities of the "yes" token output at the penultimate layer of the LLM. The demo can be accessed at https://dblplink-2.skynet.coypu.org/.
| Originalsprache | Englisch |
|---|---|
| Titel | Industry, Doctoral Consortium, Posters and Demos at ISWC 2025 : Joint Proceedings of Industry, Doctoral Consortium, Posters and Demos of the 24th International Semantic Web Conference (ISWC-C 2025) Nara, Japan, November 2-6, 2025. |
| Redakteure/-innen | Irene Celino, Oktie Hassanzadeh, Abraham Bernstein, Natasha Noy, Gong Cheng, Shenghui Wang, Sebastia Ferrada, Thibaut Kozaki, Hideaki Takeda, Anna Lisa Gentile |
| Seitenumfang | 6 |
| Band | 4085 |
| Erscheinungsort | Aachen |
| Herausgeber (Verlag) | Sun Site Central Europe (RWTH Aachen University) |
| Erscheinungsdatum | 30.07.2025 |
| Seiten | 435-440 |
| Publikationsstatus | Erschienen - 30.07.2025 |
| Veranstaltung | Die 24. Internationale Semantik-Web-Konferenz - Nara Prefectural Convention Center, Nara, Japan Dauer: 02.11.2025 → 06.11.2025 |
Bibliographische Notiz
Publisher Copyright:© 2025 Copyright for this paper by its authors.
Fachgebiete und Schlagwörter
- Informatik
- Wirtschaftsinformatik
ASJC Scopus Sachgebiete
- Allgemeine Computerwissenschaft
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