42 citations · 45 across the 7 of their papers we have counts for
7 papers
Anonymous-by-Construction: An LLM-Driven Framework for Privacy-Preserving Text
Federico Albanese, Pablo Ronco, Nicolás D'Ippolito
Responsible use of AI demands that we protect sensitive information without undermining the usefulness of data, an imperative that has become acute in the age of large language mod…
Text Sanitization Beyond Specific Domains: Zero-Shot Redaction & Substitution with Large Language Models
Federico Albanese, Daniel Ciolek, Nicolas D'Ippolito
In the context of information systems, text sanitization techniques are used to identify and remove sensitive data to comply with security and regulatory requirements. Even though…
Improved Topic modeling in Twitter through Community Pooling
Federico Albanese, Esteban Feuerstein
Social networks play a fundamental role in propagation of information and news. Characterizing the content of the messages becomes vital for different tasks, like breaking news det…
Breaking the Communities: Characterizing community changing users using text mining and graph machine learning on Twitter
Federico Albanese, Leandro Lombardi, Esteban Feuerstein +1
Even though the Internet and social media have increased the amount of news and information people can consume, most users are only exposed to content that reinforces their positio…
A data-driven model for Mass Media influence in electoral context
Federico Albanese, Claudio J. Tessone, Viktoriya Semeshenko +1
Mass Media outlets have occupied the central role of the political scenario, and are persuasive in the process of opinion formation of the citizens. In particular, the study of the…
Analyzing Mass Media influence using natural language processing and time series analysis
Federico Albanese, Sebastián Pinto, Viktoriya Semeshenko +1
A key question of collective social behavior is related to the influence of Mass Media on public opinion. Different approaches have been developed to address quantitatively this is…
Quantifying time-dependent Media Agenda and Public Opinion by topic modeling
Sebastián Pinto, Federico Albanese, Claudio O. Dorso +1
The mass media plays a fundamental role in the formation of public opinion, either by defining the topics of discussion or by making an emphasis on certain issues. Directly or indi…