BiasRV: uncovering biased sentiment predictions at runtime

BiasRV: uncovering biased sentiment predictions at runtime

Sentiment analysis (SA) systems, though widely applied in many domains, have been demonstrated to produce biased results. Some research works have been done in automatically generating test cases to reveal unfairness in SA systems, but the community still lacks tools that can monitor and uncover bia...

Full description

Saved in:
Bibliographic Details
Main Authors: YANG, Zhou, ASYROFI, Muhammad Hilmi, LO, David
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
Sentiment analysis
Ethical AI
Fairness
Runtime verification
Artificial Intelligence and Robotics
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/6671
https://ink.library.smu.edu.sg/context/sis_research/article/7674/viewcontent/BiasRV_uncovering_biased_sentiment_predictions_at_runtime.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/6671
https://ink.library.smu.edu.sg/context/sis_research/article/7674/viewcontent/BiasRV_uncovering_biased_sentiment_predictions_at_runtime.pdf

Similar Items