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DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph. /
Banerjee, Debayan; Taffa, Tilahun Abedissa; Usbeck, Ricardo.
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.. Hrsg. / Irene Celino; Oktie Hassanzadeh; Abraham Bernstein; Natasha Noy; Gong Cheng; Shenghui Wang; Sebastia Ferrada; Thibaut Kozaki; Hideaki Takeda; Anna Lisa Gentile. Band 4085 Aachen: Sun Site Central Europe (RWTH Aachen University), 2025. S. 435-440 (CEUR Workshop Proceedings; Band 4085).
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
Harvard
Banerjee, D, Taffa, TA & Usbeck, R 2025,
DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph. in I Celino, O Hassanzadeh, A Bernstein, N Noy, G Cheng, S Wang, S Ferrada, T Kozaki, H Takeda & AL Gentile (Hrsg.),
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.. Bd. 4085, CEUR Workshop Proceedings, Bd. 4085, Sun Site Central Europe (RWTH Aachen University), Aachen, S. 435-440, 24th International Semantic Web Conference, ISWC-C 2025, Nara, Japan,
02.11.25. <
https://ceur-ws.org/Vol-4085/paper73.pdf>
APA
Banerjee, D., Taffa, T. A., & Usbeck, R. (2025).
DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph. In I. Celino, O. Hassanzadeh, A. Bernstein, N. Noy, G. Cheng, S. Wang, S. Ferrada, T. Kozaki, H. Takeda, & A. L. Gentile (Hrsg.),
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. (Band 4085, S. 435-440). (CEUR Workshop Proceedings; Band 4085). Sun Site Central Europe (RWTH Aachen University).
https://ceur-ws.org/Vol-4085/paper73.pdf
Vancouver
Banerjee D, Taffa TA, Usbeck R.
DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph. in Celino I, Hassanzadeh O, Bernstein A, Noy N, Cheng G, Wang S, Ferrada S, Kozaki T, Takeda H, Gentile AL, Hrsg., 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.. Band 4085. Aachen: Sun Site Central Europe (RWTH Aachen University). 2025. S. 435-440. (CEUR Workshop Proceedings).
Bibtex
@inbook{10c24c78acbb499ca81b27dfc2f04b7b,
title = "DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph",
abstract = "In this work we present an entity linker for DBLP{\textquoteright}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/.",
keywords = "DBLP, Entity Linker, Knowledge Graphs, LLM, Informatics, Business informatics",
author = "Debayan Banerjee and Taffa, {Tilahun Abedissa} and Ricardo Usbeck",
note = "Publisher Copyright: {\textcopyright} 2025 Copyright for this paper by its authors.; 24th International Semantic Web Conference, ISWC-C 2025 ; Conference date: 02-11-2025 Through 06-11-2025",
year = "2025",
month = jul,
day = "30",
language = "English",
volume = "4085",
series = "CEUR Workshop Proceedings",
publisher = "Sun Site Central Europe (RWTH Aachen University)",
pages = "435--440",
editor = "Irene Celino and Oktie Hassanzadeh and Abraham Bernstein and Natasha Noy and Gong Cheng and Shenghui Wang and Sebastia Ferrada and Thibaut Kozaki and Hideaki Takeda and Gentile, {Anna Lisa}",
booktitle = "Industry, Doctoral Consortium, Posters and Demos at ISWC 2025",
address = "Germany",
}
RIS
TY - CHAP
T1 - DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph
AU - Banerjee, Debayan
AU - Taffa, Tilahun Abedissa
AU - Usbeck, Ricardo
N1 - Publisher Copyright:
© 2025 Copyright for this paper by its authors.
PY - 2025/7/30
Y1 - 2025/7/30
N2 - 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/.
AB - 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/.
KW - DBLP
KW - Entity Linker
KW - Knowledge Graphs
KW - LLM
KW - Informatics
KW - Business informatics
UR - http://www.scopus.com/inward/record.url?scp=105022460834&partnerID=8YFLogxK
M3 - Article in conference proceedings
VL - 4085
T3 - CEUR Workshop Proceedings
SP - 435
EP - 440
BT - Industry, Doctoral Consortium, Posters and Demos at ISWC 2025
A2 - Celino, Irene
A2 - Hassanzadeh, Oktie
A2 - Bernstein, Abraham
A2 - Noy, Natasha
A2 - Cheng, Gong
A2 - Wang, Shenghui
A2 - Ferrada, Sebastia
A2 - Kozaki, Thibaut
A2 - Takeda, Hideaki
A2 - Gentile, Anna Lisa
PB - Sun Site Central Europe (RWTH Aachen University)
CY - Aachen
T2 - 24th International Semantic Web Conference, ISWC-C 2025
Y2 - 2 November 2025 through 6 November 2025
ER -
