Search Results for author: Zhongbin Xie

Found 2 papers, 1 papers with code

An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models

1 code implementation6 Jun 2023 Zhongbin Xie, Thomas Lukasiewicz

The increasingly large size of modern pretrained language models not only makes them inherit more human-like biases from the training corpora, but also makes it computationally expensive to mitigate such biases.

counterfactual Data Augmentation +1

Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns

no code implementations11 Feb 2023 Zhongbin Xie, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu

Bias-measuring datasets play a critical role in detecting biased behavior of language models and in evaluating progress of bias mitigation methods.

coreference-resolution counterfactual +1

Cannot find the paper you are looking for? You can Submit a new open access paper.