Prompting as Probing: Using Language Models for Knowledge Base Construction

Dimitrios Alivanistos; Selene Báez Santamaría; Michael Cochez; Jan-Christoph Kalo; Emile van Krieken; Thiviyan Thanapalasingam

doi:10.48550/ARXIV.2208.11057

Prompting as Probing: Using Language Models for Knowledge Base Construction

Dimitrios Alivanistos, Selene Báez Santamaría, Michael Cochez, Jan-Christoph Kalo, Emile van Krieken, Thiviyan Thanapalasingam

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	Undefined/Unknown
Title of host publication	Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022)
Publisher	CEUR-WS.org
Pages	11-34
Number of pages	24
Volume	3274
DOIs	https://doi.org/10.48550/ARXIV.2208.11057
State	Published - Oct 1 2022
Externally published	Yes

Keywords

Artificial Intelligence (cs.AI)
Computation and Language (cs.CL)
FOS: Computer and information sciences

Access to Document

10.48550/ARXIV.2208.11057

https://ceur-ws.org/Vol-3274/paper2.pdf

DL: ICAI Discovery Lab
van Harmelen, F. (CoPI), De Rijke, M. (CoI), Siebert, M. (CoI), Hoekstra, R. (CoPI), Tsatsaronis, G. (CoPI), Groth, P. (CoPI), Cochez, M. (CoI), Pernisch, R. (CoI), Alivanistos, D. (CoI), Mansoury, M. (CoI), van Hoof, H. (CoI), Pal, V. (CoI), Pijnenburg, T. (CoI), Mitra, P. (CoI), Bey, T. (CoI) & de Waard, A. (CoPI)
10/1/19 → 03/31/25
Project: Research

Cite this

Alivanistos, D., Santamaría, S. B., Cochez, M., Kalo, J.-C., van Krieken, E., & Thanapalasingam, T. (2022). Prompting as Probing: Using Language Models for Knowledge Base Construction. In Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022) (Vol. 3274, pp. 11-34). CEUR-WS.org. https://doi.org/10.48550/ARXIV.2208.11057

Alivanistos, Dimitrios ; Santamaría, Selene Báez ; Cochez, Michael et al. / Prompting as Probing: Using Language Models for Knowledge Base Construction. Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022). Vol. 3274 CEUR-WS.org, 2022. pp. 11-34

@inproceedings{b6d64c6618ac48f2965800f8677255f7,

title = "Prompting as Probing: Using Language Models for Knowledge Base Construction",

keywords = "Artificial Intelligence (cs.AI), Computation and Language (cs.CL), FOS: Computer and information sciences",

author = "Dimitrios Alivanistos and Santamar{\'i}a, {Selene B{\'a}ez} and Michael Cochez and Jan-Christoph Kalo and {van Krieken}, Emile and Thiviyan Thanapalasingam",

year = "2022",

month = oct,

day = "1",

doi = "10.48550/ARXIV.2208.11057",

language = "Undefined/Unknown",

volume = "3274",

pages = "11--34",

booktitle = "Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022)",

publisher = "CEUR-WS.org",

}

Alivanistos, D, Santamaría, SB, Cochez, M, Kalo, J-C, van Krieken, E & Thanapalasingam, T 2022, Prompting as Probing: Using Language Models for Knowledge Base Construction. in Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022). vol. 3274, CEUR-WS.org, pp. 11-34. https://doi.org/10.48550/ARXIV.2208.11057

Prompting as Probing: Using Language Models for Knowledge Base Construction. / Alivanistos, Dimitrios; Santamaría, Selene Báez; Cochez, Michael et al.
Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022). Vol. 3274 CEUR-WS.org, 2022. p. 11-34.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Prompting as Probing: Using Language Models for Knowledge Base Construction

AU - Alivanistos, Dimitrios

AU - Santamaría, Selene Báez

AU - Cochez, Michael

AU - Kalo, Jan-Christoph

AU - van Krieken, Emile

AU - Thanapalasingam, Thiviyan

PY - 2022/10/1

Y1 - 2022/10/1

KW - Artificial Intelligence (cs.AI)

KW - Computation and Language (cs.CL)

KW - FOS: Computer and information sciences

U2 - 10.48550/ARXIV.2208.11057

DO - 10.48550/ARXIV.2208.11057

M3 - Conference contribution

VL - 3274

SP - 11

EP - 34

BT - Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022)

PB - CEUR-WS.org

ER -

Alivanistos D, Santamaría SB, Cochez M, Kalo JC, van Krieken E, Thanapalasingam T. Prompting as Probing: Using Language Models for Knowledge Base Construction. In Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022). Vol. 3274. CEUR-WS.org. 2022. p. 11-34 doi: 10.48550/ARXIV.2208.11057

Prompting as Probing: Using Language Models for Knowledge Base Construction

Keywords

Access to Document

Projects

DL: ICAI Discovery Lab

Cite this