Lei Ding

According to our database, Lei Ding authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach.

Lei Ding, Yang Hu, Nicole Denier, Enze Shi, Junxi Zhang, Qirui Hu, Karen D. Hughes, Linglong Kong, Bei Jiang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations.

Enze Shi, Lei Ding, Linglong Kong, Bei Jiang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

Gaussian Differential Privacy on Riemannian Manifolds.

Yangdi Jiang, Xiaotian Chang, Yi Liu, Lei Ding, Linglong Kong, Bei Jiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Local Differential Private Quantile Inference via Self-normalization.

Yi Liu, Qirui Hu, Lei Ding, Linglong Kong

Proceedings of the International Conference on Machine Learning, 2023

2022

Balancing Gender Bias in Job Advertisements With Text-Level Bias Mitigation.

Shenggang Hu, Jabir Alshehabi Al-Ani, Karen D. Hughes, Nicole Denier, Alla Konnikov, Lei Ding, Jinhan Xie, Yang Hu, Monideepa Tarafdar, Bei Jiang, Linglong Kong, Hongsheng Dai

Frontiers Big Data, 2022

Conformalized Fairness via Quantile Regression.

Meichen Liu, Lei Ding, Dengdeng Yu, Wulong Liu, Linglong Kong, Bei Jiang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving.

Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu, Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022