DEGREE: A data-efficient generation-based event extraction model

I Hsu, KH Huang, E Boschee, S Miller… - ar** meaning on the internet
A Iliadis - 2022 - books.google.com
Media technologies now provide facts, answers, and “knowledge” to people–search
engines, apps, and virtual assistants increasingly articulate responses rather than direct …

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales

PT Isaza, G Xu, A Oloko, Y Hou, N Peng… - arxiv preprint arxiv …, 2023 - arxiv.org
Social biases and stereotypes are embedded in our culture in part through their presence in
our stories, as evidenced by the rich history of humanities and social science literature …

Investigating annotator bias in large language models for hate speech detection

A Das, Z Zhang, N Hasan, S Sarkar, F Jamshidi… - arxiv preprint arxiv …, 2024 - arxiv.org
Data annotation, the practice of assigning descriptive labels to raw data, is pivotal in
optimizing the performance of machine learning models. However, it is a resource-intensive …

Multilingual Speech Models for Automatic Speech Recognition Exhibit Gender Performance Gaps

G Attanasio, B Savoldi, D Fucci, D Hovy - arxiv preprint arxiv:2402.17954, 2024 - arxiv.org
Current voice recognition approaches use multi-task, multilingual models for speech tasks
like Automatic Speech Recognition (ASR) to make them applicable to many languages …