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Stakeholder Sentencing [PDF]

open access: yes, 2014
Drawing on the experiences from restorative justice, this chapter advocates a model referred to as ‘stakeholder sentencing’, according to which sentencing decisions should be made collectively by those who have a stake in the penal outcomes.
openaire   +2 more sources

An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting

open access: yesAdvanced Intelligent Discovery, EarlyView.
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto   +5 more
wiley   +1 more source

Premières réalisations de la période dans le roman de chevalerie : Amadis en français et en allemand

open access: yesCahiers d’Études Germaniques
The romance of chivalry is a genre rather at odds with the period. Nevertheless, forms of complete argumentative movements, marked by syntactic complexity and programming the revelation of information, can be discerned in Des Essarts’ translation of the ...
Pascale MOUNIER, Delphine PASQUES
doaj   +1 more source

Sentence Embeddings using Definition Sentences

open access: yesJournal of Natural Language Processing, 2023
Hayato Tsukagoshi   +2 more
openaire   +1 more source

When Biology Meets Medicine: A Perspective on Foundation Models

open access: yesAdvanced Intelligent Discovery, EarlyView.
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu   +3 more
wiley   +1 more source

Accelerating the Discovery of Proton Conducting Electrolytes via Machine Learning‐Enabled Literature Mining

open access: yesAdvanced Intelligent Discovery, EarlyView.
An end‐to‐end knowledge discovery framework is established to automate high‐precision property extraction from small, specialized literature corpora. Utilizing a domain‐specific bidirectional encoder representation from a transformer model and data augmentation, the system accurately extracts and structures electrolyte performance data, ultimately ...
Gaheun Shin   +4 more
wiley   +1 more source

BETWEEN RECONCILIATION AND FORMALISM: CRISIS PHENOMENA IN PRIVATE PROSECUTION CRIMINAL PROCEEDINGS IN RUSSIA

open access: yesПравовое государство: теория и практика
The institution of private prosecution, maintaining its historical continuity since the reforms of 1864, occupies a special place in the Russian criminal justice system and embod a balance between private and public principles.
NURMUKHAMETOV Ruslan Nailevich
doaj   +1 more source

Large Language Model‐Based Chatbots in Higher Education

open access: yesAdvanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci   +4 more
wiley   +1 more source

A Language‐Guided Multimodal Foundation Model for Zero‐Shot and Multi‐Task Brain Signal Analysis

open access: yesAdvanced Intelligent Systems, EarlyView.
METIS aligns brain signals with natural‐language instructions to enable zero‐shot and multi‐task brain signal analysis. Pretrained on over 70 000 h of EEG and iEEG recordings, it generalizes across sleep stage classification, epilepsy detection, and neurological disorder diagnosis, providing a scalable foundation model for clinically meaningful brain ...
Mingzhi Chen   +3 more
wiley   +1 more source

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