BiasFinder: Metamorphic test generation to uncover bias for sentiment analysis systems
Artificial intelligence systems, such as Sentiment Analysis (SA) systems, typically learn from large amounts of data that may reflect human bias. Consequently, such systems may exhibit unintended demographic bias against specific characteristics (e.g., gender, occupation, country-of-origin, etc.). S...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7611 https://ink.library.smu.edu.sg/context/sis_research/article/8614/viewcontent/2102.01859.pdf |
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| Institution: | Singapore Management University |
| Language: | English |