17 citations · 20 across the 5 of their papers we have counts for
4 papers · 1 filter
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models
Josip Jukić, Jan Šnajder
Enhancing generalization and uncertainty quantification in pre-trained language models (PLMs) is crucial for their effectiveness and reliability. Building on machine learning resea…
Data Augmentation for Neural NLP
Domagoj Pluščec, Jan Šnajder
Data scarcity is a problem that occurs in languages and tasks where we do not have large amounts of labeled data but want to use state-of-the-art models. Such models are often deep…
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
Josip Jukić, Iva Vukojević, Jan Šnajder
Expressing attitude or stance toward entities and concepts is an integral part of human behavior and personality. Recently, evaluative language data has become more accessible with…
Social Media Argumentation Mining: The Quest for Deliberateness in Raucousness
Jan Šnajder
Argumentation mining from social media content has attracted increasing attention. The task is both challenging and rewarding. The informal nature of user-generated content makes t…