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Scooped by
Stéphane Cottin
August 19, 2024 9:36 AM
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Ce guide méthodologique a été conçu pour fournir : • une cartographie des gisements d’informations disponibles pour toutes les sources du droit français, du droit de l’Union européenne et du droit international (législation, jurisprudence, doctrine), • une description plus détaillée des données et outils essentiels, accompagnée de trucs et astuces pour une utilisation efficace, • une méthode de travail adaptable à tous les types de recherche et des conseils plus pointus pour des requêtes et investigations spécialisées.Le corps du texte s’accompagne d’outils permettant d’acquérir des compétences en recherche d’information juridique : des copies d’écran illustrent les procédures, des résumés permettent de mémoriser les points essentiels, des focus approfondissent certains aspects plus complexes. Privilégiant la pratique et une approche la plus concrète possible, l’ouvrage devrait être utile à l’étudiant en licence ou master, au professionnel du droit ou de l’information juridique. Au-delà, il devrait intéresser toute personne souhaitant : • se former à la recherche documentaire juridique, • vérifier ou actualiser ses connaissances dans le domaine, • former des étudiants à ce type de recherche, • mesurer l’impact de l’intelligence artificielle sur la recherche d’information juridique.
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Scooped by
Stéphane Cottin
April 18, 1:12 AM
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This article, based upon a keynote address by Professor Harry Surden, provides an in-depth overview of the recent advancements in artificial intelligence (AI) s
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Scooped by
Stéphane Cottin
April 16, 1:24 PM
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Rapid advances in artificial intelligence (AI) have ushered in an era where machines meaningfully assist—and in some cases independently produce—legal reasoning
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Scooped by
Stéphane Cottin
April 16, 5:46 AM
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La recherche juridique se trouve aujourd'hui dans une phase de transition significative, marquée par une succession d'approches méthodologiques dont l'évolution reflète les progrès technologiques en matière de traitement de l'information. Initialement fondée sur des systèmes statistiques rudimentaires – reposant essentiellement sur la concordance lexicale et la fréquence d'occurrence des termes – cette recherche a progressivement intégré des dimensions sémantiques avec l'avènement des modèles vectoriels de type word2vec, capables d'appréhender les relations conceptuelles entre les termes juridiques.
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Scooped by
Stéphane Cottin
April 15, 1:19 PM
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Campagnolo, Yan and van Haeren, Leonie and Ravitharan, Shaarini and Murray, Emma and Barrera, Ephraim, Incidence de l’intelligence artificielle sur les revues de droit (Artificial Intelligence’s Impact on Legal Journals) (September 30, 2024). Ottawa Faculty of Law Working Paper No. 2025-05, Available at SSRN: https://ssrn.com/abstract=5190282 or http://dx.doi.org/10.2139/ssrn.5190282
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Scooped by
Stéphane Cottin
April 15, 3:31 AM
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Rapid advances in artificial intelligence (AI) have ushered in an era where machines meaningfully assist—and in some cases independently produce—legal reasoning
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Scooped by
Stéphane Cottin
April 12, 1:13 AM
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Generative AI is set to transform the legal profession, but its full impact remains uncertain. While AI models like GPT-4 improve the efficiency with which lega
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Scooped by
Stéphane Cottin
April 9, 11:17 AM
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Scooped by
Stéphane Cottin
April 7, 1:10 PM
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Au 4e jour du procès en appel dans l’affaire J. Cohen-Sabban et X. Nogueras, ce-dernier explique qu’il avait été mis en marge de la défense de Robert
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Scooped by
Stéphane Cottin
April 1, 2:06 AM
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Legal interpretation is experiencing an empirical turn. Over the past decade, jurists have informed interpretation with corpus linguistics and survey experiment
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Scooped by
Stéphane Cottin
March 28, 10:37 AM
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Scooped by
Stéphane Cottin
March 27, 4:30 AM
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In May 2020, the United Nations Secretary-General unveiled a sweeping “Data Strategy for Action by Everyone, Everywhere,” seeking to unlock the UN’s “full data
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Scooped by
Stéphane Cottin
March 25, 8:33 AM
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Scooped by
Stéphane Cottin
April 18, 4:04 PM
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We propose the task of legal question generation (QG) as an application in Legal NLP. Specifically, the task is to generate a question, given a context and an optional keyword. We create the first dataset for the QG task in the legal domain, called LegalQ, consisting of 2023 pairs spanning the legal systems of multiple countries, and multiple languages. We then use this dataset to benchmark several Large Language Models (LLMs) including Turbo-GPT-3.5, GPT-4, Llama2-70b, Llama2-13b, and Aalap-Mistral-7b (a legal domain-specific LLM). We also fine-tune several open-source LLMs such as T5, BART, Pegasus, and Flan-T5, which helps to improve results over zero-shot prompting of LLMs. We also use the idea of in-context learning (via few-shot examples) to generate questions of varying types and difficulty levels. Furthermore, we introduce a novel domain-specific prompting strategy based on chain-of-thoughts prompting for question generation. Further, we perform Bloom Taxonomy analysis of the questions generated by the LLMs, thereby showing that ‘understanding’ and ‘remembering’ are the two most dominant types of questions generated by the LLMs. Human evaluation of the generated questions shows promise in terms of generating grammatically correct, relevant, appropriate, complex, and novel questions. Finally, we analyze the incomplete or unanswerable generated questions to find possible reasons for these issues.
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Scooped by
Stéphane Cottin
April 17, 6:59 PM
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Can large language models (LLMs) serve as "AI judges" that provide answers to legal questions? I conduct the first series of empirical experiments to
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Scooped by
Stéphane Cottin
April 16, 1:23 PM
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Presentato in Parlarmento il Manifesto per avere leggi “machine-readable”. L’intelligenza artificiale entra progressivamente nel cuore dei sistemi normativi, tra promesse di efficienza e rischi di standardizzazione
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Scooped by
Stéphane Cottin
April 16, 2:20 AM
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This paper aimed to analyze the role Artificial intelligence in streamlining of process, improve research and analysis of facts and findings of cases and judgme
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Scooped by
Stéphane Cottin
April 15, 3:33 AM
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Recent breakthroughs in statistical language modeling have impacted countless domains, including the law. Chatbot applications such as ChatGPT, Claude, and Deep
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Scooped by
Stéphane Cottin
April 14, 1:33 AM
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This report provides an overview of the opportunities and challenges presented by the use of artificial intelligence (AI) and its impact on legal journals, incl
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Scooped by
Stéphane Cottin
April 10, 3:25 AM
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Commentators have forecasted the demise of high-priced commercial casebooks for two decades. Yet little has changed. This Symposium Essay explores the
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Scooped by
Stéphane Cottin
April 8, 12:53 PM
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The era of AI litigation has begun, and it is already clear that the class action will have a distinctive role to play. AI-powered tools are often valuable beca
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Scooped by
Stéphane Cottin
April 7, 4:44 AM
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Bulletin Officiel de la Sécurité Sociale
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Scooped by
Stéphane Cottin
April 1, 1:58 AM
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Cosentini, Andrea and Pollicino, Oreste and De Gregorio, Giovanni and Ermellino, Andrea and Fontanella, Dario and Inverardi, Nicole and Paolucci, Federica and Penco, Ilaria Giuseppina and Regoli, Daniele and Tessaro Trapani, Silvia, Assessing the Impact of Artificial Intelligence Systems on Fundamental Rights (March 06, 2025). Available at SSRN: https://ssrn.com/abstract=5168579 or http://dx.doi.org/10.2139/ssrn.5168579
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Scooped by
Stéphane Cottin
March 27, 2:47 PM
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This chapter examines the use of generative artificial intelligence (AI) in judicial decision making and its implications for the right to a fair trial as set o
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Scooped by
Stéphane Cottin
March 26, 3:04 PM
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Corruption is everywhere at the Supreme Court. The justices routinely rule on what is—and, more frequently, what is not—corrupt. Simultaneously, their off-the-b
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Scooped by
Stéphane Cottin
March 20, 9:55 AM
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The success of any law review can be gauged, though in part only, by the impact of the ideas within its published works. Impact depends, in part, on law r
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