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Natural language processing

Efficient AI-driven allegation screening: A case study of Thailand’s National Anti-Corruption Commission

Issara Sereewatthanawut, Patipan Sriphon, Pattrawut Khunwipusit, Babatunde Oluwaseun Ajayi, Ademola Enitan Ilesanmi, Jutarat Suwaree, Wonlop Writthym Buachoom

published 20 Jan 2026

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Machine translationese of large language models: Dependency triplets, text classification, and SHAP analysis

Shukang Zhang, Chaoyong Zhao

published 09 Jan 2026

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SynEL: A synthetic benchmark for entity linking

Ilia Karpov, Alexander Kirillovich, Elisaveta Goncharova, Andrey Parinov, Alexander Chernyavskiy, Dmitry Ilvovsky, Natalia Semenova, Artyom Sosedka, Ekaterina Lisitsyna, Mikhail Belkin

published 08 Jan 2026

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Including patient experiences from online sources in guidelines: A natural language processing study on scabies

Lea Lösch, Carolina J. G. Kampman, Elena Syurina, Florian A. Kunneman, Helena Liekens, Taylor Doughty, Mart L. Stein, Linda Smid, Aura Timen, Teun Zuiderent-Jerak

published 06 Jan 2026

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DSN-STC: Leveraging Siamese networks for optimized short text clustering

Mahdi Molaei, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar, Jafar Tanha

published 02 Jan 2026

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Recommendations to improve race identification in health records: A rapid scoping review

Megan Chow, Arrani Senthinathan, Rasha El-Kotob, Sara J.T. Guilcher

published 29 Dec 2025

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WBA: Word Boundary Attention for Chinese Named Entity Recognition

Zhongguo Xu

published 23 Dec 2025

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Large language models for prognostic analysis in mechanical fault diagnosis

Hao Zhang, Wei Wang, Longfei Zhang, Siyu Shao, Qingli Wang, Jiandong Li, Jun Hu

published 21 Nov 2025

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Promises and pitfalls of using LLMs to identify actor stances in political discourse

Viviane Walker, Mario Angst

published 19 Nov 2025

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Financial text analysis and credit risk assessment using a GPT-4 and improved BERT fusion model

Huirong Tan, Yanruixue Xie

published 18 Nov 2025

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Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI

Amira Turki

published 13 Nov 2025

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Expansion quantization network: A micro-emotion detection and annotation framework

Jingyi Zhou, Senlin Luo, Haofan Chen

published 13 Nov 2025

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EMSA: Explainable multilingual sentiment analysis models providing sentiment analysis across multiple languages

Li Zhao, Jinwei Zhou, Jinde Cao, Weina Zhu

published 12 Nov 2025

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