Explainable Event Detection with Event Trigger Identification as Rationale Extraction

Hansi Hettiarachchi; Tharindu Ranasinghe

doi:10.26615/978-954-452-092-2_056

Explainable Event Detection with Event Trigger Identification as Rationale Extraction

Hansi Hettiarachchi, Tharindu Ranasinghe

Aston University

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

Original language	English
Title of host publication	International Conference Recent Advances in Natural Language Processing, RANLP 2023
Subtitle of host publication	Large Language Models for Natural Language Processing - Proceedings
Editors	Galia Angelova, Maria Kunilovskaya, Ruslan Mitkov
Publisher	Incoma Ltd
Pages	507-518
Number of pages	12
ISBN (Electronic)	9789544520922
DOIs	https://doi.org/10.26615/978-954-452-092-2_056
Publication status	Published (VoR) - 2023
Event	2023 International Conference Recent Advances in Natural Language Processing: Large Language Models for Natural Language Processing, RANLP 2023 - Varna, Bulgaria Duration: 4 Sept 2023 → 6 Sept 2023

Publication series

Name	International Conference Recent Advances in Natural Language Processing, RANLP
ISSN (Print)	1313-8502

Conference

Conference	2023 International Conference Recent Advances in Natural Language Processing: Large Language Models for Natural Language Processing, RANLP 2023
Country/Territory	Bulgaria
City	Varna
Period	4/09/23 → 6/09/23

Funding

The computational experiments in this paper were conducted on Aston EPS Machine Learning Server, funded by the EPSRC Core Equipment Fund, Grant EP/V036106/1.

Funders	Funder number
Engineering and Physical Sciences Research Council	EP/V036106/1

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10.26615/978-954-452-092-2_056

Cite this

Hettiarachchi, H., & Ranasinghe, T. (2023). Explainable Event Detection with Event Trigger Identification as Rationale Extraction. In G. Angelova, M. Kunilovskaya, & R. Mitkov (Eds.), International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings (pp. 507-518). (International Conference Recent Advances in Natural Language Processing, RANLP). Incoma Ltd. https://doi.org/10.26615/978-954-452-092-2_056

Hettiarachchi, Hansi ; Ranasinghe, Tharindu. / Explainable Event Detection with Event Trigger Identification as Rationale Extraction. International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. editor / Galia Angelova ; Maria Kunilovskaya ; Ruslan Mitkov. Incoma Ltd, 2023. pp. 507-518 (International Conference Recent Advances in Natural Language Processing, RANLP).

@inproceedings{96254d2c9d94446393919b4bd068b30f,

title = "Explainable Event Detection with Event Trigger Identification as Rationale Extraction",

author = "Hansi Hettiarachchi and Tharindu Ranasinghe",

note = "Publisher Copyright: {\textcopyright} 2023 Incoma Ltd. All rights reserved.; 2023 International Conference Recent Advances in Natural Language Processing: Large Language Models for Natural Language Processing, RANLP 2023 ; Conference date: 04-09-2023 Through 06-09-2023",

year = "2023",

doi = "10.26615/978-954-452-092-2_056",

language = "English",

series = "International Conference Recent Advances in Natural Language Processing, RANLP",

publisher = "Incoma Ltd",

pages = "507--518",

editor = "Galia Angelova and Maria Kunilovskaya and Ruslan Mitkov",

booktitle = "International Conference Recent Advances in Natural Language Processing, RANLP 2023",

}

Hettiarachchi, H & Ranasinghe, T 2023, Explainable Event Detection with Event Trigger Identification as Rationale Extraction. in G Angelova, M Kunilovskaya & R Mitkov (eds), International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. International Conference Recent Advances in Natural Language Processing, RANLP, Incoma Ltd, pp. 507-518, 2023 International Conference Recent Advances in Natural Language Processing: Large Language Models for Natural Language Processing, RANLP 2023, Varna, Bulgaria, 4/09/23. https://doi.org/10.26615/978-954-452-092-2_056

Explainable Event Detection with Event Trigger Identification as Rationale Extraction. / Hettiarachchi, Hansi; Ranasinghe, Tharindu.
International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. ed. / Galia Angelova; Maria Kunilovskaya; Ruslan Mitkov. Incoma Ltd, 2023. p. 507-518 (International Conference Recent Advances in Natural Language Processing, RANLP).

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

TY - GEN

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AU - Ranasinghe, Tharindu

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M3 - Conference contribution

AN - SCOPUS:85179178505

T3 - International Conference Recent Advances in Natural Language Processing, RANLP

SP - 507

EP - 518

BT - International Conference Recent Advances in Natural Language Processing, RANLP 2023

A2 - Angelova, Galia

A2 - Kunilovskaya, Maria

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PB - Incoma Ltd

T2 - 2023 International Conference Recent Advances in Natural Language Processing: Large Language Models for Natural Language Processing, RANLP 2023

Y2 - 4 September 2023 through 6 September 2023

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Hettiarachchi H, Ranasinghe T. Explainable Event Detection with Event Trigger Identification as Rationale Extraction. In Angelova G, Kunilovskaya M, Mitkov R, editors, International Conference Recent Advances in Natural Language Processing, RANLP 2023: Large Language Models for Natural Language Processing - Proceedings. Incoma Ltd. 2023. p. 507-518. (International Conference Recent Advances in Natural Language Processing, RANLP). doi: 10.26615/978-954-452-092-2_056

Explainable Event Detection with Event Trigger Identification as Rationale Extraction

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