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Natural language processing

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

Wei Lu, Daniel L. Chen

published 03 Mar 2025

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Author name disambiguation based on heterogeneous graph neural network

Ge Wang, Zikai Sun, Weiyang HU, MengHuan Cai

published 26 Feb 2025

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

Yang Yan, Yufeng Kang, Wenbo Huang, Xudong Cai

published 25 Feb 2025

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

Joan C Timoneda, Sebastián Vallejo Vera

published 21 Feb 2025

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

Phillip Park, Yeonho Choi, Nayoung Han, Ye-Lin Park, Juyeon Hwang, Heejung Chae, Chong Woo Yoo, Kui Son Choi, Hyun-Jin Kim

published 18 Feb 2025

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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

published 06 Feb 2025

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Towards automated recipe genre classification using semi-supervised learning

Nazmus Sakib, G. M. Shahariar, Md. Mohsinul Kabir, Md. Kamrul Hasan, Hasan Mahmud

published 28 Jan 2025

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

Muhammad Hussain, Caikou Chen, Sami S. Albouq, Khlood Shinan, Fatmah Alanazi, Muhammad Waseem Iqbal, M. Usman Ashraf

published 24 Jan 2025

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

Yuan Wang, Shaolin Hu

published 16 Jan 2025

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Automatic classification of mobile apps to ensure safe usage for adolescents

Hanadi Hakami

published 16 Jan 2025

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

Daniele Pretolesi, Ilaria Stanzani, Stefano Ravera, Andrea Vian, Annalisa Barla

published 14 Jan 2025

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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

published 10 Jan 2025

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Deploying large language models for discourse studies: An exploration of automated analysis of media attitudes

Qingyu Gao, Dezheng (William) Feng

published 09 Jan 2025

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