Journal-Article

Challenging the Abilities of Large Language Models in Italian: A Community Initiative

An Experimental Comparison of the Most Popular Approaches to Fake News Detection

Adapting Language Models with Continual Learning for Temporal Drifts

Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian

Continually Learn to Map Visual Concepts to Language Models in Resource-Constrained Environments

Deep Continual Learning for Medical Call Incidents Text Classification under the Presence of Dataset Shifts

Abstract The aim of this work is to develop and evaluate a deep classifier that can effectively prioritize Emergency Medical Call Incidents (EMCI) according to their …

Dataset for Multimodal Fake News Detection and Verification Tasks

Continual Pre-Training Mitigates Forgetting in Language and Vision

Abstract : Pre-trained models are commonly used in Continual Learning to initialize the model before training on the stream of non-stationary data. However, pre-training is rarely …

Characterizing Fashion Influencers' Behavior on Instagram

Special Issue NL4AI 2022: Workshop on Natural Language for Artificial Intelligence