Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies

Xiao Ning; Ammar Ammar; Arif Yilmaz; Shervin Mehryar; Remzi Celebi

Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies

Xiao Ning, Ammar Ammar, Arif Yilmaz, Shervin Mehryar, Remzi Celebi

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

Original language	English
Title of host publication	Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)
Subtitle of host publication	co-located with the 20th International Semantic Web Conference (ISWC 2021)
Publisher	CEUR Workshop Proceedings
Pages	66
Number of pages	76
Volume	3119
Publication status	Published - 2022
Event	SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) - Virtual conference Duration: 26 Oct 2021 → 26 Oct 2021 https://smart-task.github.io/2021/

Conference

Conference	SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)
Abbreviated title	SMART2021
Period	26/10/21 → 26/10/21
Internet address	https://smart-task.github.io/2021/

Access to Document

http://ceur-ws.org/Vol-3119/Licence: CC BY

Cite this

Ning, X., Ammar, A., Yilmaz, A., Mehryar, S., & Celebi, R. (2022). Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies. In Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021): co-located with the 20th International Semantic Web Conference (ISWC 2021) (Vol. 3119, pp. 66). CEUR Workshop Proceedings. http://ceur-ws.org/Vol-3119/

Ning, Xiao ; Ammar, Ammar ; Yilmaz, Arif et al. / Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies. Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021): co-located with the 20th International Semantic Web Conference (ISWC 2021). Vol. 3119 CEUR Workshop Proceedings, 2022. pp. 66

@inproceedings{08006819a7044833ae5072027a0a2f2d,

title = "Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies",

author = "Xiao Ning and Ammar Ammar and Arif Yilmaz and Shervin Mehryar and Remzi Celebi",

year = "2022",

language = "English",

volume = "3119",

pages = "66",

booktitle = "Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)",

publisher = "CEUR Workshop Proceedings",

address = "Germany",

note = "SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021), SMART2021 ; Conference date: 26-10-2021 Through 26-10-2021",

url = "https://smart-task.github.io/2021/",

}

Ning, X, Ammar, A , Yilmaz, A , Mehryar, S & Celebi, R 2022, Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies. in Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021): co-located with the 20th International Semantic Web Conference (ISWC 2021). vol. 3119, CEUR Workshop Proceedings, pp. 66, SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021), 26/10/21. <http://ceur-ws.org/Vol-3119/>

Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies. / Ning, Xiao; Ammar, Ammar ; Yilmaz, Arif et al.
Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021): co-located with the 20th International Semantic Web Conference (ISWC 2021). Vol. 3119 CEUR Workshop Proceedings, 2022. p. 66.

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

TY - GEN

T1 - Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies

AU - Ning, Xiao

AU - Ammar, Ammar

AU - Yilmaz, Arif

AU - Mehryar, Shervin

AU - Celebi, Remzi

PY - 2022

Y1 - 2022

M3 - Conference article in proceeding

VL - 3119

SP - 66

BT - Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)

PB - CEUR Workshop Proceedings

T2 - SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)

Y2 - 26 October 2021 through 26 October 2021

ER -

Ning X, Ammar A , Yilmaz A , Mehryar S , Celebi R. Semantic Answer Type Prediction by Using BERT classifier and Rule-based Ranking Strategies. In Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021): co-located with the 20th International Semantic Web Conference (ISWC 2021). Vol. 3119. CEUR Workshop Proceedings. 2022. p. 66