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pro vyhledávání: '"A, Fersini"'
Adapting models to a language that was only partially present in the pre-training data requires fine-tuning, which is expensive in terms of both data and computational resources. As an alternative to fine-tuning, we explore the potential of activatio
Externí odkaz:
http://arxiv.org/abs/2411.18247
Due to language models' propensity to generate toxic or hateful responses, several techniques were developed to align model generations with users' preferences. Despite the effectiveness of such methods in improving the safety of model interactions,
Externí odkaz:
http://arxiv.org/abs/2309.00751
With the increasing influence of social media platforms, it has become crucial to develop automated systems capable of detecting instances of sexism and other disrespectful and hateful behaviors to promote a more inclusive and respectful online envir
Externí odkaz:
http://arxiv.org/abs/2307.03385
Autor:
Daniele Piazzolla, Sergio Scanu, Francesco Paolo Mancuso, Mar Bosch-Belmar, Simone Bonamano, Alice Madonia, Elena Scagnoli, Mario Francesco Tantillo, Martina Russi, Alessandra Savini, Giorgio Fersini, Gianluca Sarà, Giovanni Coppini, Marco Marcelli, Viviana Piermattei
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Among marine ecosystems globally, those in the Mediterranean Sea, are facing many threats. New technologies are crucial for enhancing our understanding of marine habitats and ecosystems, which can be complex and resource-intensive to analyse
Externí odkaz:
https://doaj.org/article/af3e0f54aaa7407fa98914c306a0b098
Topic models are statistical methods that extract underlying topics from document collections. When performing topic modeling, a user usually desires topics that are coherent, diverse between each other, and that constitute good document representati
Externí odkaz:
http://arxiv.org/abs/2202.07631
Autor:
Mario Pacilli, Giovanna Pavone, Andrea Quazzico, Alberto Fersini, Antonio Ambrosi, Nicola Tartaglia
Publikováno v:
Frontiers in Surgery, Vol 11 (2024)
IntroductionTotal thyroidectomy (TT) and central neck dissection (CND) had a significant effect on the reduction of local recurrence compared with TT alone. Lateral Neck Dissection (LND) was performed in all the cases with therapeutic intent. The sus
Externí odkaz:
https://doaj.org/article/d51777d04cc847a2af8a12287b9a28c1
Publikováno v:
Data in brief 44 (2022): 108526
In this paper we present a benchmark dataset generated as part of a project for automatic identification of misogyny within online content, which focuses in particular on memes. The benchmark here described is composed of 800 memes collected from the
Externí odkaz:
http://arxiv.org/abs/2106.08409
Autor:
Bonamano, Simone, Federico, Ivan, Causio, Salvatore, Piermattei, Viviana, Piazzolla, Daniele, Scanu, Sergio, Madonia, Alice, Madonia, Nicola, De Cillis, Giovanni, Jansen, Eric, Fersini, Giorgio, Coppini, Giovanni, Marcelli, Marco
Publikováno v:
In Estuarine, Coastal and Shelf Science February 2024 297
Many data sets (e.g., reviews, forums, news, etc.) exist parallelly in multiple languages. They all cover the same content, but the linguistic differences make it impossible to use traditional, bag-of-word-based topic models. Models have to be either
Externí odkaz:
http://arxiv.org/abs/2004.07737
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