main webpage W Topic Systems Engineering arXiv (Cornell University) Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy 2024 Many previous models of named entity recognition (NER) suffer from the problem of Out-of-Entity (OOE), i.e., the tokens in the entity mentions of the test samples have not appeared in the training samples, which hinders the achievement of satisfactory perform… Article Open Systems Engineering Open Article Page

Systems Engineering

Interdisciplinary field of engineering Systems engineering is an interdisciplinary field of engineering and engineering management that focuses on how to design, integrate, and manage complex systems over their life cycles. At its core, systems engineering utilizes systems thinking principles to organize this body of knowledge. The individual outcome of such efforts, an engineered system , can be defined as a combination of components that work in synergy to collectively perform a useful function. Critical Symbolic Virtual Narrative Open Systems Engineering Open Article Page

Exploring foci of: arXiv (Cornell University) Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy 2024 Many previous models of named entity recognition (NER) suffer from the problem of Out-of-Entity (OOE), i.e., the tokens in the entity mentions of the test samples have not appeared in the training samples, which hinders the achievement of satisfactory performance. To improve OOE-NER performance, in this paper, we propose a new framework, namely S+NER, which fully leverages sentence-level information. Our S+NER achieves better OOE-NER performance mainly due to the following two particular designs. 1) It first explo… Open Article Page

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Explore Systems Engineering W Topic Systems Engineering arXiv (Cornell University) Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy 2024 Many previous models of named entity recognition (NER) suffer from the problem of Out-of-Entity (OOE), i.e., the tokens in the entity mentions of the test samples have not appeared in the training samples, which hinders the achievement of satisfactory perform… Article Critical Symbolic Virtual Narrative Open Systems Engineering Open Article Page