OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
Muhammad Hilmi Asyrofi, Zhou Yang, Imam Nur Bani Yusuf, et al.
IEEE Transactions on Software Engineering (2021), pp. 1-1
Open Access | Times Cited: 50

Showing 1-25 of 50 citing articles:

Natural attack for pre-trained models of code
Zhou Yang, Jieke Shi, Junda He, et al.
Proceedings of the 44th International Conference on Software Engineering (2022), pp. 1482-1493
Open Access | Times Cited: 89

Stealthy Backdoor Attack for Code Models
Zhou Yang, Bowen Xu, Jie M. Zhang, et al.
IEEE Transactions on Software Engineering (2024) Vol. 50, Iss. 4, pp. 721-741
Open Access | Times Cited: 17

MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, et al.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (2022)
Open Access | Times Cited: 39

Fairness Testing: A Comprehensive Survey and Analysis of Trends
Zhenpeng Chen, Jie M. Zhang, Max Hort, et al.
ACM Transactions on Software Engineering and Methodology (2024) Vol. 33, Iss. 5, pp. 1-59
Open Access | Times Cited: 9

Revisiting Neuron Coverage Metrics and Quality of Deep Neural Networks
Zhou Yang, Jieke Shi, Muhammad Hilmi Asyrofi, et al.
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (2022)
Open Access | Times Cited: 28

Sentiment analysis tools in software engineering: A systematic mapping study
Martin Obaidi, Lukas Nagel, Alexander Specht, et al.
Information and Software Technology (2022) Vol. 151, pp. 107018-107018
Closed Access | Times Cited: 28

ASTRAEA: Grammar-based Fairness Testing
Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay
IEEE Transactions on Software Engineering (2022), pp. 1-1
Open Access | Times Cited: 18

Gender bias in transformers: A comprehensive review of detection and mitigation strategies
Praneeth Nemani, Yericherla Deepak Joel, Palla Vijay, et al.
Natural Language Processing Journal (2023) Vol. 6, pp. 100047-100047
Open Access | Times Cited: 10

How fair are we? From conceptualization to automated assessment of fairness definitions
Giovanni Aloisio, Claudio Di Sipio, Antinisca Di Marco, et al.
Software & Systems Modeling (2025)
Open Access

Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training
Yifei Da, Matías Nicolás Bossa, Abel Díaz Berenguer, et al.
IEEE Access (2024) Vol. 12, pp. 10120-10134
Open Access | Times Cited: 3

BiasRV: uncovering biased sentiment predictions at runtime
Zhou Yang, Muhammad Hilmi Asyrofi, David Lo
(2021), pp. 1540-1544
Open Access | Times Cited: 19

On the effectiveness of testing sentiment analysis systems with metamorphic testing
Mingyue Jiang, Tsong Yueh Chen, Shuai Wang
Information and Software Technology (2022) Vol. 150, pp. 106966-106966
Closed Access | Times Cited: 14

What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues
Zhou Yang, Chenyu Wang, Jieke Shi, et al.
(2023), pp. 79-91
Open Access | Times Cited: 7

Sentiment Difficulty in Aspect-Based Sentiment Analysis
Adrian-Gabriel Chifu, Sébastien Fournier
Mathematics (2023) Vol. 11, Iss. 22, pp. 4647-4647
Open Access | Times Cited: 7

A Comprehensive Approach to Bias Mitigation for Sentiment Analysis of Social Media Data
V. Jothi Prakash, S. Arul Antran Vijay, S. Gopikrishnan, et al.
Applied Sciences (2024) Vol. 14, Iss. 23, pp. 11471-11471
Open Access | Times Cited: 2

Curiosity-Driven and Victim-Aware Adversarial Policies
Chen Gong, Zhou Yang, Yunpeng Bai, et al.
(2022), pp. 186-200
Open Access | Times Cited: 11

The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis
Pranav Narayanan Venkit, Mukund Srinath, Sanjana Gautam, et al.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (2023), pp. 13743-13763
Open Access | Times Cited: 6

Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias
K. Anoop, Manjary P. Gangan, P Deepak, et al.
Lecture notes in electrical engineering (2022), pp. 13-45
Open Access | Times Cited: 9

Software Test Case Generation Tools and Techniques: A Review
Abhishek Singh Verma, Ankur Choudhary, Shailesh Tiwari
International Journal of Mathematical Engineering and Management Sciences (2023) Vol. 8, Iss. 2, pp. 293-315
Open Access | Times Cited: 5

Generative Model-Based Testing on Decision-Making Policies
Zhuo Li, Xiongfei Wu, Derui Zhu, et al.
2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) (2023), pp. 243-254
Open Access | Times Cited: 5

Word Closure-Based Metamorphic Testing for Machine Translation
Xiaoyuan Xie, Shuo Jin, Songqiang Chen, et al.
ACM Transactions on Software Engineering and Methodology (2024) Vol. 33, Iss. 8, pp. 1-46
Open Access | Times Cited: 1

Evaluating Natural Language Inference Models: A Metamorphic Testing Approach
Mingyue Jiang, Houzhen Bao, Kaiyi Tu, et al.
(2021), pp. 220-230
Closed Access | Times Cited: 9

BiasHeal: On-the-Fly Black-Box Healing of Bias in Sentiment Analysis Systems
Zhou Yang, Harshit Jain, Jieke Shi, et al.
(2021), pp. 644-648
Open Access | Times Cited: 8

Exploring and Repairing Gender Fairness Violations in Word Embedding-based Sentiment Analysis Model through Adversarial Patches
Lin Sze Khoo, Jia Qi Bay, Ming Lee Kimberly Yap, et al.
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (2023), pp. 651-662
Open Access | Times Cited: 3

ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems
Daniel Hao Xian Yuen, Andrew Yong Chen Pang, Zhou Yang, et al.
(2023), pp. 461-463
Open Access | Times Cited: 3

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