Firearms control as an element of criminological security in the concept of transitional justice for Ukraine by Yu. V. Orlov, A. M. Yashchenko

“…Law enforcement agencies, by complying with the requirements on the general principles of sentencing (Article 65, paragraph 11, part 1, Article 67 of the Criminal Code of Ukraine), have sufficiently effective tools to assess and take into account the degree of social danger of various manifestations of illegal handling of weapons. …”
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Relationship between Memory Load and Listening Demands in Age-Related Hearing Impairment by Julia Pauquet, Christiane M. Thiel, Christian Mathys, Stephanie Rosemann

“…The current study used a full-sentence working memory task manipulating demands on working memory and listening and studied untreated mild to moderate hard of hearing (n=20) and normal-hearing age-matched participants (n=19) with functional MRI. …”
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Progressivity of Judges in Domestic Violence Disputes Settlement in The Case of Divorce in The Religious Court by Nita Triana

“…The paradigm of the operation of the Judge in a country with a pluralistic culture such as Indonesia, it's time to change to a more progressive direction, Judge is no longer limited to the existence of a mouth that sounds the sentence of the law ( le judge est uniquenment la bouche qui pronance le most de lois) Judge also not tools designed to be logical and work mechanically, but whole people who have sensitivity to humanitarian and social concerns. …”
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PRACTICAL ASPECTS OF IMPLEMENTATION OF THE TERMS OF CRIMINAL PROCEDURE by Nerija Kovalenkovienė, Rasa Šemiotienė

“…The relevance of the issue lies in the possible consequences which arise when the duration of the criminal proceedings is recognized to be too long in Lithuania, in that case, the law provides for a lighter criminal liability for the defendant, which presupposes another possible legal problematic aspect: will the goals of the punishment be achieved if the sentence of the court of law is reduced due to the lengthy criminal procedure? …”
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Providing appropriate health and social care for people with dementia or mild cognitive impairment in the criminal justice system of England and Wales: a thematic analysis of priso... by Adam O’Neill, Leanne Heathcote, Laura Archer-Power, Stuart Ware, Jenny Shaw, Jane Senior, Katrina Forsyth

“…Results From the data, six key themes emerged: (I) ethical concerns around trial, sentencing and detainment for people with dementia/MCI; (II) An unforgiving prison system, providing physical and social environments incompatible with supporting individuals with dementia/MCI; (III) An unprepared workforce requiring training in dementia/MCI. …”
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A Hybrid Contextual Embedding and Hierarchical Attention for Improving the Performance of Word Sense Disambiguation by Robbel Habtamu Yigzaw, Beakal Gizachew Assefa, Elefelious Getachew Belay

“…Our model, incorporating local and global attention, demonstrates significant improvements in accuracy, particularly in complex sentence structures. To the best of our knowledge, our model is the first to incorporate hierarchical attention mechanisms integrated with contextual embedding. …”
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Problematic issues of Criminal and Criminal Procedural Legislation in Applying Coercive Medical Measures by D. V. Turenko

“…At the same time, the conclusions concerning persons who fell ill with a mental illness after the commission of a crime or while serving a sentence in places of imprisonment that relate to the procedural mechanism of temporary suspension of the imposed criminal punishment, were singled out. …”
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Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder by L. Alexander Vance, Leslie Way, Deepali Kulkarni, Emily O. C. Palmer, Abhijit Ghosh, Melissa Unruh, Kelly M. Y. Chan, Amey Girdhari, Joydeep Sarkar

“…A novel transformer architecture-based NLP model was trained on clinical notes to recognize linguistic patterns and contextual cues. Each sentence was categorized into one of four labels: (1) anhedonia; (2) suicidal ideation without intent or plan; (3) suicidal ideation with intent or plan; (4) absence of suicidal ideation or anhedonia. …”
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Penerapan Metode Extreme Programming pada Rancang Bangun Sistem Analisis Sentimen Portal Berita by I Gede Bagus Premana Putra, Made Sudarma, Ida Bagus Gede Manuaba

“…The sentiment analysis system can be developed using various techniques and services, one of which’s by integrating the Google NLP system and service, which already has a service to determine the sentiment score of each given sentence, as well as the application of a web scrapping techniques as a method for data collection. …”
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THE STORY OF DISTURBANCE IN THE QUR’AN: A STUDY OF THE TAFSIR AL-MISHBAH BY M. QURAISH SHIHAB by Febri Wardani, Roihatul Jannah Siagian, Muhammad Rizqi

“…Maryam [19]: 19-28, due to the influence of the accusation sentence, is the story of the Prophet Moses and the magicians. …”
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Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images by Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru

“…We prototyped an online vocabulary exploration system, which displays a learner’s selected photos from their Instagram along with a generated sentence using image recognition and a language model, GPT-3. …”
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Lecture poétique des langues locales : cas de Nyanndra Mun (Proverbes) du Roi Salomon by Koffi Samuel N’ZI & Kouamé Gilles YAO

“…Dans cette perspective, nous sommes parvenus, au regard des principes des poétiques internes et des genres, au résultat que Nyanndra Mun de Salomon allie harmonieusement spiritualité et substance générique non sans les prescriptions et recommandations divines également articulées par les catégories formelles de la narration, la poésie et celles des sous genres oraux dont le dicton, la maxime et la sentence.   Mots-clés : Langue locale, Nyanndra Mun, poétique, genres écrits et oraux [1] Le baoulé est une langue et une branche, tout comme les Akan lagunaires et Agni, de la grande famille Akan venue du Ghana qui occupe géographiquement les parties Sud, Centre et Est de la Côte d’Ivoire…”
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Investigating Maps of Science Using Contextual Proximity of Citations Based on Deep Contextualized Word Representation by Muhammad Roman, Abdul Shahid, Shafiullah Khan, Lisu Yu, Muhammad Asif, Yazeed Yasin Ghadi

“…The extra information provides the context of a word within a sentence. We have, therefore, used contextual word representation, which is trained through deep neural networks. …”
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Analisis Sentimen Wacana Pemindahan Ibu Kota Indonesia Menggunakan Algoritma Support Vector Machine (SVM) by Primandani Arsi, Retno Waluyo

“…Sentiment analysis is a process of extracting, understanding and processing unstructured data to get sentiment information which is found in an opinion sentence. Application of sentiment analysis using machine learning methods shows that there are several methods that are often used. …”
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Réprimer par le droit : L’intervention de la Brigade nationale de police judicaire dans les procès du Hirak El-Rif by Mariam Benalioua

“…Accused of "undermining state security", the arrested activists, considered to be the movement's leaders, were sentenced to between 5 and 20 years in prison. Based on interviews with pardoned ex-detainees and lawyers, analysis of court documents, reports by the Equity and Reconciliation Commission (IER), and a press review of all media appearances by BNPJ directors, this article examines how this brigade repressed political dissent. …”
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Sentiment Analysis Twitter Bahasa Indonesia Berbasis WORD2VEC Menggunakan Deep Convolutional Neural Network by Hans Juwiantho, Esther Irawati Setiawan, Joan Santoso, Mauridhi Hery Purnomo

“…The use of classical machine learning methods that have been widely applied to sentiment analysis ignoring the importance of the word order in a sentence. Deep Convolutional Neural Network algorithm is offered to answer these problems by carrying out convolution operations using filters as large as window size to get features based on word order. …”
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Informal Caregivers Connecting on the Web: Content Analysis of Posts on Discussion Forums by Michelle L Foster, Chinenye Egwuonwu, Erin Vernon, Mohammad Alarifi, M Courtney Hughes

“…Posts ranged in length from a sentence to more than 500 words. Domains identified included handling interpersonal challenges, navigating complicated systems, gathering tactical coping strategies, managing emotions, and connecting with others in similar situations. …”
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Pembentukan Daftar Stopword Menggunakan Term Based Random Sampling Pada Analisis Sentimen Dengan Metode Naïve Bayes (Studi Kasus: Kuliah Daring Di Masa Pandemi) by Raditya Rinandyaswara, Yuita Arum Sari, Muhammad Tanzil Furqon

“…Abstract Stopword Removal is part of the text preprocessing stage which aims to remove irrelevant words in a sentence based on the stopword list. The stopword list that is commonly used is in the form of a digital library whose list is already available, but not all words contained in the digital library are irrelevant words in certain data. …”
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Otomatisasi Pembangkitan Pertanyaan untuk Bahasa Indonesia (Systematic Literature Review) by Mohammad Farid Naufal, Selvia Ferdiana Kusuma

“…For examples about datasets, question models, handling unstructured sentence models, and generating questions from a combination of some information. …”
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Analisis Sentimen Bahasa Indonesia pada Twitter Menggunakan Struktur Tree Berbasis Leksikon by Feby Tri Saputra, Yani Nurhadryani, Sony Hartono Wijaya, Defina Defina

“…This study uses a tree structure as an interpretation of the relationship between words in a sentence. The tree structure is constructed by adding words to the lexicon sentiment. …”
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