Refining fine-tuned transformers with hand-crafted features for gender screening on question-answering communities

A Figueroa - Information Fusion, 2023 - Elsevier
Abstract Machine learning and demographic analysis are a cornerstone for making
community Question Answering (cQA) platforms more egalitarian and vibrant, safer as well …

Gender screening on question-answering communities

A Figueroa, B Peralta, O Nicolis - Expert Systems with Applications, 2023 - Elsevier
Abstract Modern community Question Answering (cQA) platforms encourage their members
to publish any sort of question, which later on can get numerous answers from other …

Understanding and addressing gender bias in expert finding task

M Amendola, C Castillo, A Passarella… - arXiv preprint arXiv …, 2024 - arxiv.org
The Expert Finding (EF) task is critical in community Question&Answer (CQ&A) platforms,
significantly enhancing user engagement by improving answer quality and reducing …

Engage Wider Audience or Facilitate Quality Answers? a Mixed-methods Analysis of Questioning Strategies for Research Sensemaking on a Community Q&A Site

C He, Y Deng, L He, Q Guo, Y Zhang, Z Lu… - Proceedings of the ACM …, 2024 - dl.acm.org
Discussing research-sensemaking questions on Community Question and Answering (CQA)
platforms has been an increasingly common practice for the public to participate in science …

[PDF][PDF] Refining Fine-Tuned Transformers with Hand-Crafted Features for

A Figueroa - researchgate.net
Large-scale pre-trained models (PTMs), like BERT, are gaining popularity due to their
remarkably successful 34 application to a wide variety of downstream tasks including text …

[PDF][PDF] Representation of Women on Stack Overflow: A ten-year overview on participation, challenges, and research

J Scheltens, D Rigoni - 20th SC@ RUG 2022-2023 - research.rug.nl
The low participation of women in STEM-related subjects has been the topic of discussion in
many research in the past, especially if we consider the field of engineering which has a …

Gender inclusivity in online question and answer communities: investigating community member practices and perceptions to work towards equitable interfaces

P Dubois - 2022 - mspace.lib.umanitoba.ca
Abstract Online Question and Answer communities (Q&As) are one resource that people use
to learn complex, feature-rich software, such as graphic design software. Community …