The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data Labeling.

@inproceedings{wang-2026-power, author = {Kai Wang and Runze Wu and Yu Xiong and Haifeng Sun and Anran Li and Shaojie Tang and Changjie Fan and Xiang-Yang Li}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data Labeling}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {51--62}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792170}, doi = {https://doi.org/10.1145/3774904.3792170} }