Titlebook: New Frontiers in Artificial Intelligence; JSAI International S Toyotaro Suzumura,Mayumi Bono Conference proceedings 2024 The Editor(s) (if

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NOWJ@COLIEE 2024: Leveraging Advanced Deep Learning Techniques for?Efficient and?Effective Legal Infge models, and a joint learning approach. Of a total of 18 submissions in task 2, our best run was ranked sixth on the leaderboard. For tasks 3 and 4, our submissions achieved fourth and fifth places out of nine teams in the overall ranking.

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A Study on?the?Propagation Process of?New Knowledge in?Organizations acquisition of existing knowledge within the company is quick, but there is a failure to adapt to new knowledge demanded by society. Additionally, it was found that organizations with a flat, non-hierarchical structure improve performance more quickly compared to those with defined hierarchies. Thu

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Addressing Annotated Data Scarcity in?Legal Information Extractionrge language models (LLMs) in advancing the development of more reliable and contextually aware Legal NER systems for intricate legal texts. This work contributes to the broader goal of enhancing the accuracy and efficiency of information extraction in the legal domain, showcasing the transformative

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LLM Tuning and?Interpretable CoT: KIS Team in?COLIEE 2024 capabilities among various models. Using implication reasoning tasks in the civil law section of the judicial examination as a subject, we achieved enhanced task performance with large-scale language models.

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Pushing the?Boundaries of?Legal Information Processing with?Integration of?Large Language Modelsn approach we also adapt for Task 2. To address Task 4, we employ an ensemble of LLMs’ predictions, adjudicated via majority voting and the Dawid-Skene label model. Our strategies take advantage of the strengths of each model, with prompting techniques and constraints applied to exploit ensemble adv

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Animesh Nighojkar,Kenneth Jiang,Logan Fields,Onur Bilgin,Stephen Steinle,Yernar Sadybekov,Zaid Marjiathogenicity of microbes, and many other important evolutionary processes. .This book covers pathways of stress-induced mutagenesis in all systems. The principle focus is mammalian systems, but much of what is known of these pathways comes from non-mammalian systems..978-1-4899-9418-9978-1-4614-6280-4

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Haitao Li,You Chen,Zhekai Ge,Qingyao Ai,Yiqun Liu,Quan Zhou,Shuai Huoathogenicity of microbes, and many other important evolutionary processes. .This book covers pathways of stress-induced mutagenesis in all systems. The principle focus is mammalian systems, but much of what is known of these pathways comes from non-mammalian systems..978-1-4899-9418-9978-1-4614-6280-4