Condensing the key message conveyed by a long document into an informative summary is particularly helpful to lawyers and legal experts. State-of-the-art approaches to legal document summarization rely on Language Models (LMs) and are mostly trained on English documents. More limited research efforts have been devoted to summarizing legal documents in languages other than English. In this work, we investigate the applicability of Large Language Models (LLMs) to summarize Italian legal news documents. We benchmark state-of-the-art abstractive summarization techniques based on (...) Language Models, Large and not, for headline and abstract generation from legal news documents. We run an extensive set of experiments on a proprietary legal dataset, evaluating the resulting summaries according to both quantitative metrics and human evaluation. As expected, latest LLMs outperform classical models such as BART, T5, particularly in terms of grammaticality and informativeness of the summary content. Fine-tuned LLMs also show a significant increase in performance, variable across law areas, compared to their zero-shot setting. Importantly, the level of specialization of the fine-tuned version already reaches a steady state after feeding the model with few hundreds of training data. (shrink)

L’essai analyse la structure de la philosophie politique de Fichte en l’inscrivant dans le contexte formé par les concepts politiques mis en place par la doctrine du droit naturel. De cette science, qui a pour éléments principaux les droits des individus, la souveraineté et la représentation, Fichte découvre la logique, qu’il poursuit jusqu’à son aporie constitutive. Dans la période de maturité de sa pensée, le philosophe paraît dépasser l’autosuffisance du droit naturel en direction d’une philosophie de la pratique, ce qui (...) semble conforme à l’évolution de la Doctrine de la Science.Duso’s essay focuses on Fichte’s political philosophy stressing its relation to the context of modern political concepts and their origin within the modern science of natural right. Fichte analyses its elements and thinks back over its logic, showing its aporetical core. In the years of his maturity Fichte seems to go beyond the self-sufficiency of natural rights theories towards a philosophy of practice more consonant with the developments of his Doctrine of the Science. (shrink)

In the framework of the histories approach to quantum mechanics developed by Griffiths and Omnès, we consider the question of the uniqueness of the probability assigned to the histories; the question was solved by Omnès only in special cases. We find conditions which ensure uniqueness of such probability in the general case.

Los cambios en los procesos de producción del derecho y la modificación estructural del sistema de fuentes ponen en tela de juicio el modelo de derecho diseñado por el positivismo jurídico del XIX, basado en el monopolio legislativo en la creación del derecho y en la consideración de proceso de aplicación del derecho como un procedimiento de subsunción formal. En ese nuevo escenario, el momento aplicativo y hermenéutico del derecho adquieren un protagonismo central. En las nuevas y complejas funciones que (...) asume el intérprete del derecho para tratar de recomponer la unidad y la coherencia de los ordenamientos jurídicos complejos, faltos de plenitud y fragmentados, la recuperación del rol normativo autónomo de los principios jurídicos se convierte en una exigencia imprescindible. El autor ilustra ese renovado papel de los principios con ejemplos del derecho constitucional, el derecho tributario y el derecho procesal civil. (shrink)

Positive Psychology has recently attempted at “enlarging the paradigm,” explaining the understanding of the human experience of the world. By contrast, for Critical Psychology, “enlarging the paradigm” means moving away from an individualist conceptualization of the psychological. The present article aims at “redistributing the Psychological” toward directions already marked by cultural and discursive conceptions of human experience. Within a transdisciplinary frame, labeled as Psycho-semiotics, Diatextual Analysis has been adopted to investigate the rhetorical modes used by socially excluded enunciators (drug users, (...) immigrants, atypical workers, elderly people, and some categories of churchgoer) to elaborate their own experience of well-being through affective labor and self care. (shrink)