Titlebook: New Frontiers in Artificial Intelligence; JSAI-isAI Internatio Maki Sakamoto,Naoaki Okazaki,Ken Satoh Conference proceedings 2020 The Edito

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Automatic Extraction of Legal Norms: Evaluation of Natural Language Processing Toolserate this process are in high demand. In this paper, we address two major questions related to this problem: (i) what are the challenges in formalising legal documents into a machine understandable formalism? (ii) to what extent can the data-driven state-of-the-art approaches developed in the Natur

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Deep Learning for Multi-factor Models in Regional and Global Stock Marketspoint of the cross-sectional prediction with machine learning techniques, there are no examples that verify its profitability in regional and global stock markets. This paper implements deep learning for multi-factor models to predict stock returns in the cross-section in these stock markets and inv

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News Articles Evaluation Analysis in Automotive Industry Using GPT-2 and Co-occurrence Networkces. Stock price fluctuations of highly influential companies can have a major impact on the economy as a whole. In particular, the automobile industry is a colossal industry that leads the Japanese industry. However, the limitations in the number of available data sets usually become the hurdle for

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Variables vs. Parameters in the Interpretation of Natural Language Intensional Logic . and its extensional substratum . of two-sorted type theory. The two systems differ in their treatment of reference and quantification over indices (like possible worlds or times): whereas the denotations of .-formulae (.) depend on indices as parameters, their .-counterparts con

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