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Natural language processing

An evidence-based guidance framework for neural network system diagrams

Guy Marshall, André Freitas, Caroline Jay

Motivated reasoning in the field: polarization of prose, precedent, and policy in U.S. Circuit Courts, 1891–2013

Wei Lu, Daniel L. Chen

Author name disambiguation based on heterogeneous graph neural network

Ge Wang, Zikai Sun, Weiyang HU, MengHuan Cai

Chinese medical named entity recognition utilizing entity association and gate context awareness

Yang Yan, Yufeng Kang, Wenbo Huang, Xudong Cai

Behind the mask: Random and selective masking in transformer models applied to specialized social science texts

Joan C Timoneda, Sebastián Vallejo Vera

Leveraging natural language processing for efficient information extraction from breast cancer pathology reports: Single-institution study

Phillip Park, Yeonho Choi, [ ... ], Hyun-Jin Kim

Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation

Ahmed Akib Jawad Karim, Kazi Hafiz Md. Asad, Md. Golam Rabiul Alam

Towards automated recipe genre classification using semi-supervised learning

Nazmus Sakib, G. M. Shahariar, [ ... ], Hasan Mahmud

Low-resource MobileBERT for emotion recognition in imbalanced text datasets mitigating challenges with limited resources

Muhammad Hussain, Caikou Chen, [ ... ], M. Usman Ashraf

Design and realization of compressor data abnormality safety monitoring and inducement traceability expert system

Yuan Wang, Shaolin Hu

Automatic classification of mobile apps to ensure safe usage for adolescents

Hanadi Hakami

Artificial intelligence and network science as tools to illustrate academic research evolution in interdisciplinary fields: The case of Italian design

Daniele Pretolesi, Ilaria Stanzani, [ ... ], Annalisa Barla

Enhancing semantical text understanding with fine-tuned large language models: A case study on Quora Question Pair duplicate identification

Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui

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