Tomea: an Explainable Method for Comparing Morality Classifiers across Domains

Enrico Liscio; Oscar Araque; Lorenzo Gatti; Ionut Constantinescu; Catholijn M. Jonker; Kyriaki Kalimeri; Pradeep K. Murukannaiah

Tomea: an Explainable Method for Comparing Morality Classifiers across Domains

Enrico Liscio^*
, Oscar Araque
, Lorenzo Gatti
, Ionut Constantinescu
, Catholijn M. Jonker
, Kyriaki Kalimeri
, Pradeep K. Murukannaiah

^*Corresponding author for this work

Research output: Contribution to conference › Abstract › Academic

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Original language	English
Publication status	Published - 2023
Event	Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023 - Delft University of Technology, Delft, Netherlands Duration: 8 Nov 2023 → 10 Nov 2023 https://bnaic2023.tudelft.nl/

Conference

Conference	Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023
Abbreviated title	BNAIC/BeNeLearn 2023
Country/Territory	Netherlands
City	Delft
Period	8/11/23 → 10/11/23
Internet address	https://bnaic2023.tudelft.nl/

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https://bnaic2023.tudelft.nl/static/media/BNAICBENELEARN_2023_paper_29.6e3e33970df5a3d9592a.pdf

What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric
Liscio, E., Araque, O., Gatti, L., Constantinescu, I., Jonker, C. M., Kalimeri, K. & Murukannaiah, P. K., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023 ed. Association for Computational Linguistics (ACL), p. 14113-14132 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Liscio, E., Araque, O., Gatti, L., Constantinescu, I., Jonker, C. M., Kalimeri, K., & Murukannaiah, P. K. (2023). Tomea: an Explainable Method for Comparing Morality Classifiers across Domains. Abstract from Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023, Delft, Netherlands. https://bnaic2023.tudelft.nl/static/media/BNAICBENELEARN_2023_paper_29.6e3e33970df5a3d9592a.pdf

@conference{0ea2b88ddcf247baab2ec405920cc2e0,

title = "Tomea: an Explainable Method for Comparing Morality Classifiers across Domains",

author = "Enrico Liscio and Oscar Araque and Lorenzo Gatti and Ionut Constantinescu and Jonker, \{Catholijn M.\} and Kyriaki Kalimeri and Murukannaiah, \{Pradeep K.\}",

year = "2023",

language = "English",

note = "Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023, BNAIC/BeNeLearn 2023 ; Conference date: 08-11-2023 Through 10-11-2023",

url = "https://bnaic2023.tudelft.nl/",

}

Liscio, E, Araque, O, Gatti, L, Constantinescu, I, Jonker, CM, Kalimeri, K & Murukannaiah, PK 2023, 'Tomea: an Explainable Method for Comparing Morality Classifiers across Domains', Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023, Delft, Netherlands, 8/11/23 - 10/11/23. <https://bnaic2023.tudelft.nl/static/media/BNAICBENELEARN_2023_paper_29.6e3e33970df5a3d9592a.pdf>

TY - CONF

T1 - Tomea: an Explainable Method for Comparing Morality Classifiers across Domains

AU - Liscio, Enrico

AU - Araque, Oscar

AU - Gatti, Lorenzo

AU - Constantinescu, Ionut

AU - Jonker, Catholijn M.

AU - Kalimeri, Kyriaki

AU - Murukannaiah, Pradeep K.

PY - 2023

Y1 - 2023

M3 - Abstract

T2 - Joint International Scientific Conferences on AI and Machine Learning, BNAIC/BeNeLearn 2023

Y2 - 8 November 2023 through 10 November 2023

ER -

Tomea: an Explainable Method for Comparing Morality Classifiers across Domains

Conference

Access to Document

Research output

What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric

Cite this