Gpt3mix: Leveraging large-scale language models for text augmentation

KM Yoo, D Park, J Kang, SW Lee, W Park - arxiv preprint arxiv …, 2021 - arxiv.org
Large-scale language models such as GPT-3 are excellent few-shot learners, allowing them
to be controlled via natural text prompts. Recent studies report that prompt-based direct …

Evaluating gender bias in speech translation

MR Costa-Jussà, C Basta, GI Gállego - arxiv preprint arxiv:2010.14465, 2020 - arxiv.org
The scientific community is increasingly aware of the necessity to embrace pluralism and
consistently represent major and minor social groups. Currently, there are no standard …

On the dynamics of gender learning in speech translation

B Savoldi, M Gaido, L Bentivogli, M Negri… - Proceedings of the 4th …, 2022 - cris.fbk.eu
Due to the complexity of bias and the opaque nature of current neural approaches, there is a
rising interest in auditing language technologies. In this work, we contribute to such a line of …

Masking latent gender knowledge for debiasing image captioning

F Yang, S Ghosh, E Barut, K Qin… - Proceedings of the …, 2024 - aclanthology.org
Large language models incorporate world knowledge and present breakthrough
performances on zero-shot learning. However, these models capture societal bias (eg …

Gender bias in natural language processing

CRS Basta - 2022 - upcommons.upc.edu
(English) Gender bias is a dangerous form of social bias impacting an essential group of
people. The effect of gender bias is propagated to our data, causing the accuracy of the …

Gender Bias in Automatic Translation

B Savoldi - 2023 - iris.unitn.it
Automatic translation tools have facilitated navigating multilingual contexts, by providing
accessible shortcuts for gathering, processing, and spreading information. As language …

Conformal n-dimensional bisection for local refinement of unstructured simplicial meshes

G Belda Ferrín - 2022 - upcommons.upc.edu
[English] In n-dimensional adaptive applications, conformal simplicial meshes must be lo
cally modified. One systematic local modification is to bisect the prescribed simplices while …