Fine-tuning GPT-3 for legal rule classification

D Liga, L Robaldo - Computer Law & Security Review, 2023 - Elsevier
In this paper, we propose a Legal Rule Classification (LRC) task using one of the most
discussed language model in the field of Artificial Intelligence, namely GPT-3, a generative …

Distilbert-based argumentation retrieval for answering comparative questions

A Alhamzeh, M Bouhaouel… - Conference and Labs …, 2021 - hal.science
In the current world, individuals are faced with decision making problems and opinion
formation processes on a daily basis. For example, debating or choosing between two …

[PDF][PDF] Transfer learning for deontic rule classification: the case study of the GDPR

D Liga, M Palmirani - 35th INTERNATIONAL CONFERENCE ON …, 2022 - orbilu.uni.lu
This work focuses on the automatic classification of deontic sentences. It presents a novel
Machine Learning approach which combines the power of Transfer Learning with the …

Harmonized System Code Classification Using Transfer Learning with Pre-Trained Weights

K Pain - 2021 - dalspace.library.dal.ca
The Harmonized System (HS) was developed as a multipurpose international product
nomenclature that describes the type of good that is shipped. It allows customs authorities to …

[PDF][PDF] Analysing Earnings Call Transcripts Using Argument Mining

MK Lacin - 2022 - researchgate.net
The analysis of financial text has recently gained momentum using the latest cutting-edge
technologies. Different data sources (eg, social media, news articles, financial reports, etc.) …

Hybrid Artificial Intelligence to Extract Patterns and Rules from Argumentative and Legal Texts

D Liga - 2022 - amsdottorato.unibo.it
This Thesis is composed of a collection of works written in the period 2019-2022, whose aim
is to find methodologies of Artificial Intelligence (AI) and Machine Learning to detect and …

Transfer Learning for Deontic Rule Classification: The Case Study of the GDPR

E Francesconi - … and Information Systems: JURIX 2022: The …, 2022 - books.google.com
This work focuses on the automatic classification of deontic sentences. It presents a novel
Machine Learning approach which combines the power of Transfer Learning with the …

Transfer Learning for Deontic Rule Classification

D LIGA, M PALMIRANI - 2022 - ebooks.iospress.nl
This work focuses on the automatic classification of deontic sentences. It presents a novel
Machine Learning approach which combines the power of Transfer Learning with the …