Ngoc Bich Doan

EPFL

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Bryan Chen Zhengyu Tan (1)Shaun Khoo (1)Zheng Liu (1)Nancy F. Chen (1)

Papers (1)

Mar 5, 2026

6d ago·also NUS, EPFL

Small Changes, Big Impact: Demographic Bias in LLM-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes

Even after removing names and other PII, LLMs still exhibit significant demographic biases in resume screening, favoring candidates based on subtle sociocultural markers like language and hobbies.

Bryan Chen Zhengyu Tan, Shaun Khoo, Ngoc Bich Doan +3

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Natural Language Processing

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Ngoc Bich Doan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)