Titlebook: New Frontiers in Artificial Intelligence; JSAI-isAI 2020 Works Naoaki Okazaki,Katsutoshi Yada,Koji Mineshima Conference proceedings 2021 Sp

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COLIEE 2020: Methods for Legal Document Retrieval and Entailmenttute law. The case law component includes an information retrieval task (Task 1), and the confirmation of an entailment relation between an existing case and an unseen case (Task 2). The statute law component includes an information retrieval task (Task 3) and an entailment/question answering task (

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COLIEE 2020: Legal Information Retrieval and Entailment with Legal Embeddings and Boosting embeddings, specifically trained on documents in the legal domain, transformer models and boosting algorithms. Task 1, a case law retrieval task, utilized a pairwise CatBoost resulting in an F1 score of .04. Task 2, a case law entailment task, utilized a combination of BM25+, embeddings and natural

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BERT-Based Ensemble Model for Statute Law Retrieval and Legal Information Entailment future participants as well as question designers, this article describes how to connect legal questions taken from past Japanese bar exams to relevant statutes (articles of the Japanese Civil Code, Task 3) and how to construct a Yes/No question answering system for legal queries (Task 4) incorpora

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Information Extraction/Entailment of Common Law and Civil Code been challenging, particularly for supervised approaches. In this paper, we evaluate different approaches on handling entailment tasks for small domain-specific data sets provided in the Competition on Legal Information Extraction/Entailment (COLIEE). This year COLIEE had four tasks, which focused

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pfungszust?nde und Burnout allgemein zugenommen und erhalten vielf?ltige mediale Aufmerksamkeit. Ein erh?hter Leistungsdruck, Flexibilit?ts- und Mobilit?tsanforderungen, hoher Verantwortungsdruck, Arbeitsverdichtung und das Gefühl von Zeitnot, niemals genügend Zeit für sich selbst zu haben, führen b

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pfungszust?nde und Burnout allgemein zugenommen und erhalten vielf?ltige mediale Aufmerksamkeit. Ein erh?hter Leistungsdruck, Flexibilit?ts- und Mobilit?tsanforderungen, hoher Verantwortungsdruck, Arbeitsverdichtung und das Gefühl von Zeitnot, niemals genügend Zeit für sich selbst zu haben, führen b

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