Standard
DBLPLink : An Entity Linker for the DBLP Scholarly Knowledge Graph. / Banerjee, Debayan; Arefa, ; Usbeck, Ricardo et al.
ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023. Hrsg. / Irini Fundulaki; Kouji Kozaki; Daniel Garijo; Jose Manuel Gomez-Perez. Band 3632 Sun Site Central Europe (RWTH Aachen University), 2023. (CEUR Workshop Proceedings; Band 3632).
Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
Harvard
Banerjee, D, Arefa,
, Usbeck, R & Biemann, C 2023,
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph. in I Fundulaki, K Kozaki, D Garijo & JM Gomez-Perez (Hrsg.),
ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023. Bd. 3632, CEUR Workshop Proceedings, Bd. 3632, Sun Site Central Europe (RWTH Aachen University), 22nd International Semantic Web Conference - ISWC 2023, Athens, Griechenland,
06.11.23.
https://doi.org/10.48550/arXiv.2309.07545
APA
Banerjee, D., Arefa
, Usbeck, R., & Biemann, C. (2023).
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph. in I. Fundulaki, K. Kozaki, D. Garijo, & J. M. Gomez-Perez (Hrsg.),
ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023 (Band 3632). (CEUR Workshop Proceedings; Band 3632). Sun Site Central Europe (RWTH Aachen University).
https://doi.org/10.48550/arXiv.2309.07545
Vancouver
Banerjee D, Arefa
, Usbeck R, Biemann C.
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph. in Fundulaki I, Kozaki K, Garijo D, Gomez-Perez JM, Hrsg., ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023. Band 3632. Sun Site Central Europe (RWTH Aachen University). 2023. (CEUR Workshop Proceedings). doi: 10.48550/arXiv.2309.07545
Bibtex
@inbook{04e0c5b85fac41668ae11ede42b9bcea,
title = "DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph",
abstract = "In this work, we present a web application named DBLPLink, which performs entity linking over the DBLP scholarly knowledge graph. DBLPLink uses text-to-text pre-trained language models, such as T5, to produce entity label spans from an input text question. Entity candidates are fetched from a database based on the labels, and an entity re-ranker sorts them based on entity embeddings, such as TransE, DistMult and ComplEx. The results are displayed so that users may compare and contrast the results between T5-small, T5-base and the different KG embeddings used. The demo can be accessed at https://ltdemos.informatik.uni-hamburg.de/dblplink/. Code and data shall be made available at https://github.com/uhh-lt/dblplink.",
keywords = "Informatics, Business informatics",
author = "Debayan Banerjee and Arefa and Ricardo Usbeck and Chris Biemann",
note = "Funding Information: This research is performed as a part of the ARDIAS project, funded by the “Idea and Venture Fund“ research grant by Universit{\"a}t Hamburg, which is part of the Excellence Strategy of the Federal and State Governments. This work has additionally received funding through the German Research Foundation ?DFG) project NFDI4DS ?no. 460234259). Publisher Copyright: {\textcopyright} 2023 Copyright for this paper by its authors.; 22nd International Semantic Web Conference - ISWC 2023 : From Novel Ideas to Industrial Practice, ISWC 2023 ; Conference date: 06-11-2023 Through 10-11-2023",
year = "2023",
doi = "10.48550/arXiv.2309.07545",
language = "English",
volume = "3632",
series = "CEUR Workshop Proceedings",
publisher = "Sun Site Central Europe (RWTH Aachen University)",
editor = "Irini Fundulaki and Kouji Kozaki and Daniel Garijo and Gomez-Perez, {Jose Manuel}",
booktitle = "ISWC-Posters-Demos-Industry 2023",
address = "Germany",
}
RIS
TY - CHAP
T1 - DBLPLink
T2 - 22nd International Semantic Web Conference - ISWC 2023
AU - Banerjee, Debayan
AU - Arefa,
AU - Usbeck, Ricardo
AU - Biemann, Chris
N1 - Conference code: 22
PY - 2023
Y1 - 2023
N2 - In this work, we present a web application named DBLPLink, which performs entity linking over the DBLP scholarly knowledge graph. DBLPLink uses text-to-text pre-trained language models, such as T5, to produce entity label spans from an input text question. Entity candidates are fetched from a database based on the labels, and an entity re-ranker sorts them based on entity embeddings, such as TransE, DistMult and ComplEx. The results are displayed so that users may compare and contrast the results between T5-small, T5-base and the different KG embeddings used. The demo can be accessed at https://ltdemos.informatik.uni-hamburg.de/dblplink/. Code and data shall be made available at https://github.com/uhh-lt/dblplink.
AB - In this work, we present a web application named DBLPLink, which performs entity linking over the DBLP scholarly knowledge graph. DBLPLink uses text-to-text pre-trained language models, such as T5, to produce entity label spans from an input text question. Entity candidates are fetched from a database based on the labels, and an entity re-ranker sorts them based on entity embeddings, such as TransE, DistMult and ComplEx. The results are displayed so that users may compare and contrast the results between T5-small, T5-base and the different KG embeddings used. The demo can be accessed at https://ltdemos.informatik.uni-hamburg.de/dblplink/. Code and data shall be made available at https://github.com/uhh-lt/dblplink.
KW - Informatics
KW - Business informatics
UR - http://www.scopus.com/inward/record.url?scp=85184361288&partnerID=8YFLogxK
U2 - 10.48550/arXiv.2309.07545
DO - 10.48550/arXiv.2309.07545
M3 - Article in conference proceedings
VL - 3632
T3 - CEUR Workshop Proceedings
BT - ISWC-Posters-Demos-Industry 2023
A2 - Fundulaki, Irini
A2 - Kozaki, Kouji
A2 - Garijo, Daniel
A2 - Gomez-Perez, Jose Manuel
PB - Sun Site Central Europe (RWTH Aachen University)
Y2 - 6 November 2023 through 10 November 2023
ER -
