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HCOMP2022_ARCHIE
Analogy-based explanation evaluation dataset for HCOMP 2022 paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge."
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mentions
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contributors
Description
This repo contains all code and data associated with the paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge." The dataset mainly contains generated analogies and expert evaluations from five colleagues in TU Delft. Our experimental results indicate that the proposed qualitative dimensions can positively contribute to the perceived helpfulness of analogy-based explanations.
License
- CC-BY-4.0
Packages
Reference papers
Mentions
- 1.Author(s): Anniek Jansen, François Leborgne, Qiurui Wang, Chao ZhangPublished in Extended Abstracts of the CHI Conference on Human Factors in Computing Systems by ACM in 2024, page: 1-710.1145/3613905.3650812
- 2.Author(s): Lindsay Sanneman, Mycal Tucker, Julie A. ShahPublished in The 2024 ACM Conference on Fairness, Accountability, and Transparency by ACM in 2024, page: 2175-219810.1145/3630106.3659032
- 3.Author(s): Sofia Eleni Spatharioti, Daniel G Goldstein, Jake M HofmanPublished in Proceedings of the CHI Conference on Human Factors in Computing Systems by ACM in 2024, page: 1-1310.1145/3613904.3642638
- 4.Author(s): Daehwan Ahn, Abdullah Almaatouq, Monisha Gulabani, Kartik HosanagarPublished in Proceedings of the CHI Conference on Human Factors in Computing Systems by ACM in 2024, page: 1-2510.1145/3613904.3642780
- 5.Author(s): Gaole He, Abri Bharos, Ujwal GadirajuPublished in Proceedings of the 35th ACM Conference on Hypertext and Social Media by ACM in 2024, page: 98-10510.1145/3648188.3675130
- 6.Author(s): Georges Hattab, Aleksandar Anžel, Akshat Dubey, Chisom Ezekannagha, Zewen Yang, Bahar İlgenPublished in Proceedings of the 2024 8th International Conference on Natural Language Processing and Information Retrieval by ACM in 2024, page: 24-3110.1145/3711542.3711581
- 1.Author(s): Jonas Oppenlaender, Tahir Abbas, Ujwal GadirajuPublished in Proceedings of the ACM on Human-Computer Interaction by Association for Computing Machinery (ACM) in 2024, page: 1-4510.1145/3641023
- 2.Author(s): Hana Kopecka, Jose Such, Michael LuckPublished in Proceedings of the ACM on Human-Computer Interaction by Association for Computing Machinery (ACM) in 2024, page: 1-3210.1145/3637386
- 3.Author(s): Gaole He, Stefan Buijsman, Ujwal GadirajuPublished in Proceedings of the ACM on Human-Computer Interaction by Association for Computing Machinery (ACM) in 2023, page: 1-2910.1145/3610067
Contributors
AB
Agathe Balayn
GH
Gaole He
JY
Jie Yang
SB
Stefan Buijsman
UG
Ujwal Gadiraju
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