Kuan-Hao Huang

Examining Gender Bias in Languages with Grammatical Gender

2019 · arXiv (Cornell University)

Recent studies have shown that word embeddings exhibit gender bias inherited from the training corpora. However, most studies to date have focused on quantifying and mitigating such bias only in English. These analyses cannot be …

Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes

2023 · arXiv (Cornell University)

Many real-world applications require making multiple predictions from the same text. Fine-tuning a large pre-trained language model for each downstream task causes computational burdens in the inference time due to several times of forward passes. …