8 papers
When Words Divide: Diachronic Ideological Polarization in Political Discourse on Social Media
Roy Yitzchak, Noa Lavie, Ella Rabinovich
Political polarization has become a defining feature of online discourse, yet its long-term evolution remains poorly understood. We present a longitudinal analysis of ideological p…
Unveiling Affective Polarization Trends in Parliamentary Proceedings
Gili Goldin, Ella Rabinovich, Shuly Wintner
Recent years have seen an increase in polarized discourse worldwide, on various platforms. We propose a novel method for quantifying polarization, based on the emotional style of t…
Who are you, ChatGPT? Personality and Demographic Style in LLM-Generated Content
Dana Sotto Porat, Ella Rabinovich
Generative large language models (LLMs) have become central to everyday life, producing human-like text across diverse domains. A growing body of research investigates whether thes…
On the Interplay between Musical Preferences and Personality through the Lens of Language
Eliran Shem-Tov, Ella Rabinovich
Music serves as a powerful reflection of individual identity, often aligning with deeper psychological traits. Prior research has established correlations between musical preferenc…
An Annotation Scheme for Factuality and its Application to Parliamentary Proceedings
Gili Goldin, Shira Wigderson, Ella Rabinovich +1
Factuality assesses the extent to which a language utterance relates to real-world information; it determines whether utterances correspond to facts, possibilities, or imaginary si…
Automatic Extraction of Disease Risk Factors from Medical Publications
Maxim Rubchinsky, Ella Rabinovich, Adi Shraibman +3
We present a novel approach to automating the identification of risk factors for diseases from medical literature, leveraging pre-trained models in the bio-medical domain, while tu…