163 citations · 493 across the 35 of their papers we have counts for
4 papers · 1 filter
CrossASR++: A Modular Differential Testing Framework for Automatic Speech Recognition
Muhammad Hilmi Asyrofi, Zhou Yang, David Lo
Developers need to perform adequate testing to ensure the quality of Automatic Speech Recognition (ASR) systems. However, manually collecting required test cases is tedious and tim…
BiasRV: Uncovering Biased Sentiment Predictions at Runtime
Zhou Yang, Muhammad Hilmi Asyrofi, David Lo
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 genera…
IncBL: Incremental Bug Localization
Zhou Yang, Jieke Shi, Shaowei Wang +1
Numerous efforts have been invested in improving the effectiveness of bug localization techniques, whereas little attention is paid to making these tools run more efficiently in co…
BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
Muhammad Hilmi Asyrofi, Zhou Yang, Imam Nur Bani Yusuf +3
Artificial Intelligence (AI) software systems, such as Sentiment Analysis (SA) systems, typically learn from large amounts of data that may reflect human biases. Consequently, the…