VU Gongane, MV Munot, AD Anuse - Social Network Analysis and Mining, 2022 - Springer
Social Media has become a vital component of every individual's life in society opening a preferred spectrum of virtual communication which provides an individual with a freedom to …
J Kocoń, I Cichecki, O Kaszyca, M Kochanek, D Szydło… - Information …, 2023 - Elsevier
OpenAI has released the Chat Generative Pre-trained Transformer (ChatGPT) and revolutionized the approach in artificial intelligence to human-model interaction. The first …
Responsible innovation on large-scale Language Models (LMs) requires foresight into and in-depth understanding of the risks these models may pose. This paper develops a …
Abstract Most current Artificial Intelligence applications are based on supervised Machine Learning (ML), which ultimately grounds on data annotated by small teams of experts or …
N Goyal, ID Kivlichan, R Rosen… - Proceedings of the ACM …, 2022 - dl.acm.org
Machine learning models are commonly used to detect toxicity in online conversations. These models are trained on datasets annotated by human raters. We explore how raters' …
Abstract Machine learning approaches often require training and evaluation datasets with a clear separation between positive and negative examples. This requirement overly …
M Sandri, E Leonardelli, S Tonelli… - Proceedings of the 17th …, 2023 - aclanthology.org
Annotators' disagreement in linguistic data has been recently the focus of multiple initiatives aimed at raising awareness on issues related to 'majority voting'when aggregating diverging …
Some tasks in content processing, eg, natural language processing (NLP), like hate or offensive speech and emotional or funny text detection, are subjective by nature. Each …
YouTube is a video-sharing and social media platform where users create profiles and share videos for their followers to view, like, and comment on. Abusive comments on videos …